Diversity of useful wild plant resources and traditional conservation strategies in the Limpopo province, South Africa.
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Dr. Biswas received his Ph.D. from POSTECH, South Korea.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"194151",title:"Dr.",name:"Abhijit",middleName:null,surname:"Biswas",slug:"abhijit-biswas",fullName:"Abhijit Biswas",profilePictureURL:"https://mts.intechopen.com/storage/users/194151/images/system/194151.png",biography:"Dr. Abhijit Biswas is a research associate at the Indian Institute of Science Education and Research (IISER) Pune, in India. His research goal is to design and synthesize highest quality epitaxial heterostructures and superlattices, to play with their internal degrees of freedom to exploit the structure–property relationships, in order to find the next-generation multi-functional materials, in view of applications and of fundamental interest. His current research interest ranges from growth of novel perovskite oxides to non-oxides epitaxial films, down to its ultra-thin limit, to observe unforeseeable phenomena. He is also engaged in the growth of high quality epitaxial layered carbides and two-dimensional non-oxide thin films, to exploit the strain, dimension, and quantum confinement effect. His recent work also includes the metal-insulator transitions and magneto-transport phenomena in strong spin-orbit coupled epitaxial perovskite oxide thin films by reducing dimensionality as well as strain engineering. He is also extremely interested in the various energy related environment friendly future technological applications of thin films. In his early research career, he had also extensively worked on the tailoring of metal oxide crystal surfaces to obtain the atomic flatness with single terminating layer. 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Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"878",title:"Phytochemicals",subtitle:"A Global Perspective of Their Role in Nutrition and Health",isOpenForSubmission:!1,hash:"ec77671f63975ef2d16192897deb6835",slug:"phytochemicals-a-global-perspective-of-their-role-in-nutrition-and-health",bookSignature:"Venketeshwer Rao",coverURL:"https://cdn.intechopen.com/books/images_new/878.jpg",editedByType:"Edited by",editors:[{id:"82663",title:"Dr.",name:"Venketeshwer",surname:"Rao",slug:"venketeshwer-rao",fullName:"Venketeshwer Rao"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"4816",title:"Face Recognition",subtitle:null,isOpenForSubmission:!1,hash:"146063b5359146b7718ea86bad47c8eb",slug:"face_recognition",bookSignature:"Kresimir Delac and Mislav Grgic",coverURL:"https://cdn.intechopen.com/books/images_new/4816.jpg",editedByType:"Edited by",editors:[{id:"528",title:"Dr.",name:"Kresimir",surname:"Delac",slug:"kresimir-delac",fullName:"Kresimir Delac"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"69922",title:"The Utilization and Conservation of Indigenous Wild Plant Resources in the Limpopo Province, South Africa",doi:"10.5772/intechopen.89920",slug:"the-utilization-and-conservation-of-indigenous-wild-plant-resources-in-the-limpopo-province-south-af",body:'Throughout history, plant resources have supported human being, providing goods such as food in the form of fruits and vegetables, materials for a variety of utensils, fodder, construction timber, fuel wood, and medicinal plants [1, 2, 3, 4, 5]. In addition, plants have also provided man with a range of cultural services, including spiritual services, inspiration, and esthetic values [6]. Therefore, sustainable plants harvesting and uses are fundamental for human survival, especially since gathering activity continue to increase in importance, in response to a growing demand for the wild plants products [7].
Globally, loss of habitat by deforestation and unsustainable harvesting methods, among other factors, threatens the survival of the plant resources in the wilderness [8, 9, 10, 11]. This situation is dire in various African countries wherein the majority of people depend heavily on plants to meet their livelihoods [12]. Consequently, the wild plant resources are rapidly diminishing, indicating a need to adopt the management techniques that promote a sustainable harvesting practice to ensure the continual supply of plant products to meet various human livelihoods.
In Africa as is the case in other continents of the world [13, 14, 15, 16], natural plant resource utilization and management has been in the traditions of local communities, expressed variously in the beliefs as well as practices employed in their conservation [17]. These practices includes among others, removal of few roots from plants, harvesting of a bark that is the size of the palm of one’s hand, taboos and social controls promoting sustainable harvesting of plants [18]. Studies conducted in countries such as Kenya [19], Ghana [20], Lesotho [21], Zimbabwe [22], Nigeria [3], Tanzania [23], Uganda [24], Benin and Gabon [25], Rwanda [26], and Ethiopia [27] indicated that these practices are very common among the indigenous communities and have evolved through the historical interaction of people and their environment.
However, in South Africa, data on indigenous wild plant resource utilization and associated management/conservation practices are scattered in general ethnobotanical literatures [28, 29, 30, 31, 32]. This makes it difficult for policy makers and conservationists to realize the potential of traditional conservation and innovation techniques in wild indigenous plant resource conservation. The current study therefore sought to collate and describe uses of the indigenous wild plants by rural communities in the Limpopo Province (South Africa), and implemented practices contributing to the conservation as well as the management of these plants.
Overall, the data set used in this study was created by selecting articles that focused on the utilization and conservation of indigenous wild plant resources in the Limpopo Province, South Africa. The search for these articles was obtained from the main online scientific sites including Science Direct, SciFinder, Pubmed, Google Scholar, Medline, and SCOPUS. Searches were also undertaken in the library, University of Venda, University of Limpopo, and the search engines like ProQuest, Open-thesis, OATD, and EThOS [33]. The species name, botanical families, plant authority, and synonyms were verified using books, journal articles, and Internet sources such as the International Plant Name Index (
The articles selected met the pre-determined criteria, namely, inclusion and exclusion. The inclusion criteria encompass: (1) the articles reporting on the studies conducted in the Limpopo Province that highlighted or focused on the use and conservation of indigenous wild plant resources, (2) the identity of the utilized species including use part/s and traditional value/application/s and associated conservation strategy implemented, (3) the articles published between 1950 and May 2019, and (4) the articles that are written in English. The exclusion criteria include articles published as abstract, letters, and data that could not be extracted or overlapped with data from other articles. Of 410 collected articles published in the period between 1950 and May 2019, 52 met the exclusion criteria, thus did not form part of this book chapter. The conservation status of the plants was determined via the South African National Red Data List of Plants [34]. Generally, data were independently evaluated for completeness and reliability. Descriptive statistics such as frequencies and percentages were used in the analysis.
The present study documented a total of 50 useful plant species belonging to 32 botanical families, mainly the Fabaceae (28%, n = 9) and Cucurbitaceae (13%, n = 4), that are harvested by rural communities inhabiting the Limpopo Province of South Africa (Table 1). These families are repeatedly recorded in various ethnobotanical studies conducted in South Africa [45, 46] and elsewhere [46, 47, 48], as being highly represented with a greater number of plants exploited by indigenous people to meet their livelihoods. Cucurbitaceae and Fabaceae are not only widespread in communal lands of the Limpopo Province but they also comprise many plants commonly known as foods and natural medicine. Therefore, their predominance in this study came as no surprise. According to de Albuquerque [49], indigenous people highly value and experiments on plants that are more accessible or locally abundant. However, plant species from the rest of the botanical families were rarely harvested for their products, perhaps due to their less adaptation in a wide range of altitudes across the aforementioned province. As such, they are less susceptible targets of the local people to experiment with.
Botanical family and species name | Used part | Traditional value | Conservation status (red data list) | Traditional plant conservation practices |
---|---|---|---|---|
Acanthaceae | Root | Used to guard against evil spirits and fight enemies | Least concern | Only harvested by people who are trained in harvesting rituals, and are not collected from areas where people frequent, as it is believed this will diminish the effectiveness of the plant [35] |
Sclerochiton ilicifolius A. Meeuse | ||||
Alliaceae | Bulb | Nasal congestion and tuberculosis (TB) | Least concern | Harvesting involves their cutting with a knife from the base leaving roots in ground intact [36] |
Tulbaghia violacea Harv. var. violacea | ||||
Apiaceae | Rhizome | Used to guard against evil spirits and fight enemies | Endangered A2d | Only harvested by people who are trained in harvesting rituals, and are not collected from areas where people frequent, as it is believed this will diminish the effectiveness of the plant [35] |
Alepidea amatymbica Eckl. and Zeyh | ||||
Apocynaceae | Whole plant | Believed to attract rain | Least concern | Prohibited from being harvested [37] |
Rauvolfia caffra Sond. | ||||
Asteraceae | Twig | Chest pain, painful eyes, pneumonia and sore throat | Least concern | Harvested by hand via breaking of the required amounts in the wild [36] |
Kleinia longiflora DC | ||||
Asphodelaceae | Leaf | Chest pain and fatigue | Least concern | Harvesting involved removal of few leaves with a knife far from to the base [36] |
Aloe falcata Baker | ||||
Aloe marlothii A.Berger subsp. Marlothii | Leaf | Chest pain, sore throat and pneumonia | Least concern | Harvesting involved removal of few leaves with a knife far from to the base [36] |
Amaryllidaceae | Bulb | Chlamydia and diabetes mellitus | Least concern | Cultivated in home gardens [38] |
Gethyllis namaquensis (Schonland) Oberm. | ||||
Anacardiaceae | Bark | Female infertility | Least concern | Cultivated in home gardens [38] |
Sclerocarya birrea (A. Rich.) Hochst. | ||||
Leaf | Fodder | Protected within dryland agricultural farming system [39]. Fruits can only be harvested when they have fallen to the ground. Failure to adhere is believed to cause fever or snakes would appear in homesteads [40] | ||
Fruit | Traditional beer | |||
Whole plant | Rituals ceremonies are performed on the tree as a way of appeasing the ancestors | |||
Cannabaceae | Stem | Used to make magical sticks which are driven into the ground to protect against witchcraft | Least concern | Tree cannot be planted in the homestead. Taboos associated with the tree are enforced through beliefs such that violators or the community will experience illnesses [40] |
Celtis africana Burm.f. | ||||
Capparaceae | Root | HIV/AIDS | Least concern | Cultivated in home gardens [38] |
Boscia albitrunca Gilg and Gilg-Ben. | ||||
Fruit | Eaten as food | Protected within dryland agricultural farming system [39] | ||
Celastraceae | Root | HIV/AIDS | Near threatened A4ad | Cultivated in home gardens [38] |
Elaeodendron transvaalense (Burtt Davy) R.H.Archer | ||||
Gymnosporia senegalensis (Lam.) Loes | Root | Blood disorders | Least concern | Only small quantity of lateral roots are harvested [41] |
Cucurbitaceae | Fruit | Headache | Least concern | Hand-picked and some fruits with seeds are left behind to allow natural regrowth during favorable season [36] |
Citrullus lanatus (Thunb.) Matsum. and Nakai | ||||
Cucumis zeyheri Sond. | Fruit | Lack of appetite and TB | Least concern | Hand-picked and some fruits with seeds are left behind to allow natural regrowth during favorable season [36] |
Momordica balsamina L. | Leaf | Edible vegetable eaten with porridge | Least concern | Only the tender leaves are selected allowing the leaves to reach maturity [40] |
Momordica boivinii Baill. | Leaf | Edible vegetable eaten during times of drought | Least concern | Only the tender leaves are selected allowing the leaves to reach maturity. Leaves must not be harvested or touched by menstruating women; otherwise, it is believed that the vegetable will shrink in size [40] |
Dioscoreaceae | Tuber | Gonorrhea | Vulnerable A2cd | Cultivated in home gardens [38] |
Dioscorea sylvatica Eckl. | ||||
Fabaceae | Stem | Firewood | Least concern | Harvesting and felling of species from the graveyard are forbidden, because graveyards are believed to be the home of the ancestors [41] |
Vachellia karroo Hayne | ||||
Vachellia rehmanniana Schinz. | Stem | Firewood | ||
Cassia abbreviata Oliv. subsp. beareana (Holmes) Brenan | Bark | Chest pain, fatigue, and sore throat | Least concern | Stripped only on the eastern side leaving other sides untouched [36] |
Colophospermum. mopane Kirk ex Benth. | Stem and leaf | Firewood and fodder | Least concern | Protected within dryland agricultural farming system [39] |
Dichrostachys cinerea (L.) Wight and Arn. | Stem | Construction of huts and livestock enclosures | Least concern | The harvesting is restricted to matured branching stems. Felling of immature species is prohibited [42] |
Whole plant | Firewood | Collection is confined to the dead wood. A fine is imposed on people who cut live wood [41] | ||
Erythrina lysistemon Hutch | Bark | Chest pain, sore throat, and TB | Least concern | Stripped only on the eastern side leaving other sides untouched [36] |
Mundulea sericea (Willd.) A. Chev | Root | Protect against witchcraft | Least concern | The tree is prohibited from being used as firewood in homesteads where cattle are present [40] |
Peltophorum africanum Sond. | Bark | Post-partum | Least concern | Cultivated in home gardens [38] |
Vigna unguiculata L. | Leaf | Eaten as vegetable | Not evaluated | Hand-picked [43] |
Gentianaceae | Bark | High blood pressure | Not evaluated | There are taboos preventing this species from being cut down, used as firewood or taken back to the homestead [40] |
Anthocleista grandiflora Gilg | Leaf | Used to cover maize grains to encourage germination when malt is prepared | ||
Used to cover female bodies during rituals | ||||
Hyacinthaceae | Bulb | Female infertility, impotence, gonorrhea, HIV/AIDS, and hypertension | Data deficient —taxonomically problematic | Cultivated in home gardens [38] |
Drimia elata Jacq | ||||
Drimia sanguinea (Schinz) Jessop | Bulb | Chest pain, pneumonia, and TB | Near threatened A2d | Harvesting involved cutting with a knife from the base leaving roots in the ground intact [36] |
Hyacinthaceae | Bulb | Aphonia, chlamydia, fatigue, impotence, sore throat, and TB | Near threatened B2ab (v) | Harvesting involved cutting with a knife from the base leaving roots in the ground intact [36] |
Eucomis pallidiflora Baker. subsp. pole-evansii (N.E.Br.) Reyneke | ||||
Hypoxidaceae | Tuber | Gonorrhea and HIV/AIDS | Least concern | Cultivated in home gardens [38]. Harvesting involves cutting with a knife from the base leaving roots in the ground intact [36] |
Hypoxis hemerocallidea Fisch., C.A.Mey. and Avé-Lall | ||||
Flacourtiaceae | Fruit | Eaten as food | Least concern | Protected within dryland agricultural farming system [39] |
Dovyalis caffra (Hook. F. and Harv.) Hook. F | ||||
Kirkiaceae | Tuber | Used to treat hypertension | Least concern | Only the older tubers are being harvested [35] |
Kirkia wilmsii Engl | ||||
Lauraceae | Bark | Asthma, pneumonia, sore throat, and TB | Least concern | Stripped only on the eastern side leaving other sides untouched [36] |
Cryptocarya transvaalensis Burtt Davy | ||||
Lamiaceae | Leaf | Asthma and chest pain | Least concern | Acquired by handpicking without breaking the twigs in homegardens [36] |
Leonotis leonurus (L.) R.Br. | ||||
Malvaceae | Fruit | Eaten as food | Least concern | Protected within dryland agricultural farming system [39] |
Adansonia digitata L. | ||||
Grewia bicolor Juss | Fruit | Eaten as food | Least concern | Protected within dryland agricultural farming system [39] |
Moraceae | Fruit | Headache | Least concern | Hand-picked, throwing of stones at the tree to detach fruits, knocking them down with long sticks and collecting them from the grounds [36] |
Ficus burkei (Miq.) Miq. | ||||
Rhamnaceae | Fruit | Eaten as food | Least concern | Protected within dryland agricultural farming system [39] |
Berchemia discolor (Klotzsch) Hemsl | ||||
Rubiaceae | Fruit | Eaten as food | Least concern | Only collected from the ground [42] |
Vangueria infausta Burch | ||||
Breonadia salicina (Vahl) Hepper and J.R.I. Wood | Whole plant | Tree used to store water | Least concern | Tree is prohibited from entering homesteads, and a failure to adhere to the taboo results in sterility among household members. The species is also prohibited from being used for firewood, hedge fencing, building work, or wood carving [40] |
Rutaceae | Root | HIV/AIDS | Least concern | Cultivated in home gardens [38] |
Zanthoxylum capense Harv. | ||||
Zanthoxylum humile (E.A.Bruce) P.G.Waterman | Root | HIV/AIDS | Least concern | Cultivated in home gardens [38] |
Ochnaceae | Bark | Protect people against witchcraft; protect the whole homestead from evil people and for discouraging opponents in sporting events such as soccer | Critically endangered A2ad; B1ab (ii, v) | After the collection of plant materials for medicinal or magical purposes, it is prohibited to take them to the house or be touched by women because they may hamper menstruation [44] |
Brackenridgea zanguebarica Oliv. | ||||
Used as catalyst for other medicines to enhance its potency | Tree is prohibited from entering homesteads, and a failure to adhere to the taboo results in sterility among household members. The species is also prohibited from being used for firewood, hedge fencing, building work, or wood carving [40] | |||
Olacaceae | Fruit | Eaten as food | Least concern | Only collected from the ground [42] |
Ximenia caffra Sond. | ||||
Poaceae | Culm | Broom and fodder | Least concern | The harvesting of the species is restricted to the culms. The base is not harvested to give the species a chance to regrow in the next season [42] |
Sporobolus pyramidalis P. Beauv | ||||
Sapindaceae Pappea capensis Eckl. and Zeyh | Fruit | Eaten as food | Least concern | Cutting of green branches and twigs for harvesting is highly prohibited [41] |
Verbenaceae | Leaf | Asthma, rhinitis sinusitis, and TB | Least concern | Acquired by handpicking without breaking the twigs in homegardens [36] |
Lippia javanica (Burm.f.) Spreng. | ||||
Zamiaceae | Bark | Used to guard against evil spirits and fight enemies | Least concern | Only harvested by people who are trained in harvesting rituals, and are not collected from areas where people frequent, as it is believed this will diminish the effectiveness of the plant [35] |
Encephalartos transvenosus Stapf and Burtt Davy |
Diversity of useful wild plant resources and traditional conservation strategies in the Limpopo province, South Africa.
The consumption of wild plants is an ancient African tradition which serves multiple purposes. In the present study, analysis of ethnobotanical uses categories indicated that more taxa were exploited exclusively for medicinal (n = 32) and food (n = 10) purposes. Some of the commonly harvested medicinal plants documented include Elaeodendron transvaalense (Burtt Davy) R.H.Archer (HIV/AIDS), Hypoxis hemerocallidea Fisch., C.A.Mey. and Avé-Lall. (Gonorrhea and HIV/AIDS), Leonotis leonurus (L.) R.Br. (asthma and chest pain), and Lippia javanica (Burm.f.) Spreng. (asthma, rhinitis sinusitis, and tuberculosis), used as therapies for the mentioned ailments (Table 1). Therapeutic applications of these species are well supported by scientific studies [36, 50, 51], thus partly explaining their utilization by people of the Limpopo Province. Plant-based medicines such as Alepidea amatymbica Eckl. and Zeyh, Brackenridgea zanguebarica Oliv., Celtis africana Burm.f., Encephalartos transvenosus Stapf and Burtt Davy, Mundulea sericea (Willd.) A. Chev, Rauvolfia caffra Sond., and Sclerochiton ilicifolius A. Meeuse were considered as having mysterious and magical powers used to expel evil, fight opponents, and as luck charms (Table 1). For the food plant category, all the species were reported to be either eaten as leafy vegetable with porridge (Momordica balsamina L., Momordica boivinii Baill, and Vigna unguiculata L.) or exploited for their edible fruits (Berchemia discolor (Klotzsch) Hemsl, Dovyalis caffra (Hook. F. and Harv.) Hook. F, Grewia bicolor Juss., Pappea capensis Eckl. and Zeyh, Vangueria infausta Burch, and Ximenia caffra Sond.). The consumption of these plants by indigenous people in the Limpopo Province is primarily attributed to multiple factors including food scarcity, nutri-medicinal value, and local cultural practices.
Other categories that had explicit use were for provision of livelihoods such as firewood (n = 2; Vachellia karroo Hayne and Vachellia rehmanniana Schinz), water storage (n = 1; Breonadia salicina (Vahl) Hepper and J.R.I. Wood.). Vachellia karroo and V. rehmanniana are preferred as firewood species due to both their local availability and long burning period, which provide lasting heat and light [41].
The remaining plants, namely, Anthocleista grandiflora Gilg (used to cover maize grains to encourage germination when malt is prepared, and female bodies during rituals, and as medicine for high blood pressure), Boscia albitrunca Gilg and Gilg-Ben (eaten as food and HIV/AIDS medicine), Colophospermum mopane Kirk ex Benth (firewood and fodder), Dichrostachys cinerea (L.) Wight and Arn. (construction of huts and livestock enclosures, and firewood), and Sclerocarya birrea (A. Rich.) Hochst (used to treat female infertility, fodder, valued for rituals ceremonies as a way of appeasing the ancestors and for making traditional beer) fell under the multiple-use category and were cherished for the mentioned livelihoods. Plants belonging to this category are more likely to be overharvested due to their multiple cultural values [52, 53].
Overall, all the above-stated use groups is a reflection of a close relationship between the local people and their natural environment, which has led to the development of a rich knowledge based on plants, plant-use, and related practices [54]. Comparisons of our finding regarding the most dominant plant use category concur to that noted by other researchers in South Africa [55, 56], and other African countries such as Ethiopia [57], Lesotho [58], and Botswana [59]. Contrary findings were noted in Kenya [47], Brazil [60], and India [61]. This may be the result of cultural differences in knowledge of the plant resource uses. Nonetheless, it should be stated that a larger number of wild plants used as medicines and foods for human was expected in this review, first due to the fact that traditional medicine is highly rooted in many cultures of the Limpopo Province [38, 62, 63], and second because rural people in this province grew-up eating wild edible plants and their majority live below the poverty line [64]. Thus, it is acceptable to postulate that the use of plant resources for food and medicinal purposes by indigenous people of the Limpopo Province will increase tremendously in the foreseeable future. This is because the indigenous communities have enticements to utilize and conserve wild plants when their livelihoods depend on gathering of their products.
The growth form analysis of 50 documented useful plant resources revealed that trees (62%, n = 31), herbs (30%, n = 15), and shrubs (13%, n = 4), respectively, were harvested for their products in the present study. These are the common plant habits exploited by indigenous people in South Africa [55, 65] and other African countries [57, 66] to meet their various needs. It should be stated that the supremacy of trees in the present study is attributed to multifaceted factors including cultural beliefs attached to them (i.e., provision of rain) and their utilization in local ritual ceremonies and a wide range of products (i.e., medicines, foods, fodders, fruits, and firewood, among other provisions) they provide to local communities. Equally, herbaceous taxa were considerably represented mainly due to numerous values they provide (Table 1). However, the shrubby species, namely, Aloe falcata Baker, Kleinia longiflora DC, Leonotis leonurus (L.) R.Br. and Lippia javanica (Burm.f.) Spreng were only harvested for therapeutic purposes, which probably explain their lower preference by local communities of the Limpopo Province. Generally, sustainable harvesting of products from the afore-stated growth forms should be promoted in the Limpopo Province for the sake of both conservations of the plants and livelihoods of local people.
The actual impact of wild plant harvesting depends on the specific growth form or type of resource that is removed [67]. Different plant exudates from herbs, shrubs, and trees recorded in the current study were obtained by local communities to meet their livelihoods, with fruits, followed by leaves, bark, and roots, respectively, being the most preferred. Other plant parts were used to a lesser extent (Figure 1). The widespread use of leaves and fruits by indigenous people to meet their different needs is well documented in ethnobotanical literatures [68, 69, 70]. Their high uses in this study are mainly attributed to their economic value (i.e., source of cash generated from the sale of fresh fruits) and use as food supplements by many rural communities in the Limpopo Province. Other factors that contributed to high exploitation of fruits are their local abundance in many free access communal lands of this province and the fact that they are consumed raw without any processing.
Plant parts harvested to meet livelihoods.
Leaves were the second most commonly used plant part and were mainly exploited as medicines and vegetable (Table 1). Consumption of leaves for these livelihoods is locally believed to be ascribed to their efficacy as remedies and rich nutrients. From a conservation standpoint, the high harvesting of leaves is less destructive to the survival of plants [71, 72]. The opposite of this can be said for bark and roots. High usage of these organs exclusively as medicines in this study is directly linked to the traditional beliefs that they store more healing power than any other plant part [44, 73]. This belief, however, has a great potential to encourage their extensive harvesting, which in turn will make the targeted plant species vulnerable to overexploitation. The rest of morphological plant parts did not appear to be of great value to the indigenous people of the Limpopo Province (Figure 1).
The present study revealed that all 50 plant resources documented are listed on the South African National Red Data List of Plants, with the majority (82%, n = 41) appearing as Least Concern. This finding has a positive conservation implication mainly because more widespread and abundant species in the wild are included in this category [36]. Therefore, it is acceptable to state that most useful taxa in the Limpopo Province might be still fairly abundant within the wilderness.
However, 12% (n = 6) of Red Data listed plants recorded in this study are of conservation concern with the following status: Critically Endangered (Brackenridgea zanguebarica Oliv.), Endangered (Alepidea amatymbica Eckl. and Zeyh.), Near Threatened (Drimia sanguinea (Schinz) Jessop, Eucomis pallidiflora Baker. subsp. pole-evansii (N.E.Br.) Reyneke and Elaeodendron transvaalense (Burtt Davy) R.H. Archer) and Vulnerable (Dioscorea sylvatica Eckl.). The rest as either Not Evaluated (4%, n = 2) or have Data Deficient (2%, n = 1) status. It is worth stating that most of the abovementioned species are constantly reported by plant resource harvesters in the Limpopo Province as very difficult to find in their natural habitats, with prime rationale being excessive exploitation for commercial purposes [35, 74]. Another factor put forward by indigenous people of the Limpopo Province that jeopardize these plants is gathering by outsiders and other local people who are not trained on both the traditional harvesting of useful wild plants and approaches to conservation.
Interestingly, this study also revealed that the indigenous people of the Limpopo Province, who depend on the recorded wild plant resources for survival, have evolved ways of managing them (Table 1). Generally, traditional leaders (i.e., chiefs and headmen) are the ones managing the utilization of these resources via traditional rules and regulations, and this is common practice in other provinces of South Africa [75] and other African countries [76]. On the contrary, Kepe [77] found that in areas that are held as common property by all villagers in Mkambati area of the Eastern Cape Province (South Africa), people do not have to ask for permission to collect wild plant resources. In the present study, anyone who breaks the traditional management strategies were fined a certain amount of money and restricted to harvest wild plant resources for a specified period of time. Overall, the traditional approaches used in this study to conserve plant diversity encompass the following;
These techniques are used to guide the social behavior of the community members in the harvesting of wild plant resources [78, 79]. For instance, organs from plant species with medicinal value particularly those that are used for magical purposes such as A. amatymbica (rhizome), E. transvenosus (bark), and S. ilicifolius (root) are only collected by people who are trained in harvesting rituals and are not obtained from areas where people frequent, as it is believed this will diminish the efficacy of the medication [35]. Generally, from a conservation standpoint, the effectiveness of traditional practices associated with all the abovementioned magical plants are overshadowed by the fact that they have other values (i.e., non-medicinal magical values), which are not regulated by the traditional beliefs systems. We concur with Mowo et al. [80] who stated that despite the strengths, some traditional practices have weaknesses that may limit their use in management plans that favor sustainability.
Similarly, C. africana which is used to make medicine to protect against witchcraft is not allowed to be planted in the homestead, and failure to adhere to this is believed to results in to the violators or the community members being infected with illnesses [40]. Although this taboo might create fear among the community members and thus instill the value of respect for the species which will ultimately serve to limit its harvesting, this can only be effective if C. africana is wholly used for magical purposes. Unfortunately, studies conducted in the Limpopo Province indicated C. africana is a multipurpose tree, that is in addition of being valued for magic purposes, it is also highly harvested as drug for nose, ear, and tooth infections [63], for vegetable and craftwork [45].
The same can be said for B. zanguebarica; traditionally, after the collection of materials for medicinal or magical purposes from this tree, it is prohibited to take them to the house or be touched by women because they may hamper menstruation [44]. However, the over-exploitation of B. zanguebarica within its natural area of occurrence [81], and its frequent availability in muthi shops (shops selling medicinal plants) owned by females across the Limpopo province [35, 41] is a clear indication that most local people, especially commercial harvesters do not follow the traditional taboos that are relevant in promoting the plants’ conservation. Therefore, the use of traditional beliefs as an instrument of conserving B. zanguebarica would not be possible without the harvesters’ compliance.
Another plant species valued as medicine for magic, M. sericea, is prohibited from being used as firewood in homesteads where cattle are present [40]. This however can only aid in the conservation of M. sericea in deep rural areas of the Limpopo Province wherein the use of firewood and cattle nurturing is prevalent in many households, but with no additional uses attached to it for other livelihoods. The prohibition of R. caffra from being harvested due to the traditional beliefs that it attracts rain, as a conservation strategy [37], will not have great impact due to the fact that local rural communities also rely on the species for the provision of wood for craftwork and medicine [45].
Restricted harvesting and felling of V. karroo and V. rehmanniana from the graveyards, due to the belief that these areas are ancestral home [41], can only aid in the conservation of these trees found in the graveyards and provided that local community strictly adhere to such belief. Overall, the effectiveness of traditional beliefs and taboos for the conservation of plant resources as instituted by traditional leaders in the Limpopo Province is hindered by numerous factors such as non-compliance by community members, traditional leaders being inexperienced in implementing and enforcing regulations, as well as very young leaders who do not command respect [41]. This is in contrast with the finding of Gwali et al. [24] who stated that in rural areas of Uganda, the enforcement of traditional beliefs and taboos is very difficult due to high economic and social depression resulting from the long and protracted period of political and social instability. Thus, it can be said that certain taboos and traditional bye-laws may not be adequate conservation approaches for wild plant resources in many rural communities of Africa including the Limpopo Province. Comprehensive studies focusing on traditional belief systems used in the management of wild plant resources across this province would shed light on those that promote the effective conservation.
Findings from this study also revealed that indigenous people of the Limpopo Province have developed the sustainable harvesting strategies of diverse parts from the recorded wild plant resources. Harvesting of bulb from D. sanguinea (Schinz) Jessop., E. pallidiflora Baker. subsp. pole-evansii (N.E.Br.) Reyneke, and Tulbaghia violacea Harv. var. violacea basically involve their cutting with a knife from the base leaving roots in the ground intact. This practice will encourage the reproduction and regeneration of the harvested species, therefore ensuring the continual supply of the product from the same taxa. Similarly, selective collection of only older tubers from Kirkia wilmsii Engl. [35] and small quantity of Gymnosporia senegalensis (Lam.) Loes lateral roots [41] will not have detrimental effect on the survival of this tree.
Generally, the traditional techniques used to obtain leaves in this study seemed to be sustainable. For instance, their harvesting from species such as Aloe marlothii A. Berger subsp. marlothii and A. falcata Baker involved the removal of few leaves with a knife far from the base. This harvesting technique encourages re-growth of leaves post collection [82]. Similarly, collection of L. leonurus by handpicking without breaking and cutting the twigs/branches minimize damages to the trunk, thus leaving the tree less susceptible to disease infestation. The same can be said with the harvesting of K. longiflora twigs, which were obtained by hand via breaking of the required amounts in the wild. Explicit harvesting of tender leaves from M. balsamina, M. boivinii, and V. unguiculata for consumption as vegetable allows the leaves to reach maturity [40]. This in turn allows the species to reach maturity stage and regrow in the subsequent season [42].
The methods of obtaining fruits from species such as Citrullus lanatus (Thunb.) Matsum. and Nakai, Cucumis zeyheri Sond., and Pappea capensis Eckl. and Zeyh includes hand-picking without breaking the twigs. This method is also common among indigenous people of Africa [83, 84, 85]. In addition to being hand-picked, Ficus burkei (Miq.) Miq. fruits were also harvested by throwing stones at the trees to detach them and subsequently collecting from the grounds [36]. Fruits from Vangueria infausta Burch. and Ximenia caffra Sond. are only allowed to be obtained from the ground following abscission [42]. Although this harvesting method is sustainable, collection of a greater number of fruits from the ground has the potential to inhibit natural seeds dispersal, which will ultimately affect the population expansion. This is because fruits play an important role in the seed dispersal of many of the abovementioned plants.
Bark is harvested from trees such as Cassia abbreviata Oliv. subsp. beareana (Holmes) Brenan, Cryptocarya transvaalensis Burtt Davy, Dichrostachys cinerea (L.) Wight and Arn., and Erythrina lysistemon Hutch., only on the eastern side leaving other sides untouched (Table 1). An assessment of the recovery rate of bark growth post-exploitation using this method showed a good healing wound, thus suggesting that the impact of its harvesting does not affect the existence of the species [86]. A possible explanation for this is that tree receives adequate sunlight on the eastern site, which plays a crucial role in the healing process.
Two systems of wild plant cultivation practiced by indigenous people of the Limpopo Province include (a) propagation in the home gardens and (b) an agroforestry system where by naturally growing plants are maintained and protected within dryland agricultural farming system. Species domesticated in the home gardens encompassed B. albitrunca, D. sylvatica, Drimia elata Jacq., E. transvaalense, Gethyllis namaquensis (Schonland) Oberm, H. hemerocallidea, Lippia javanica (Burm.f.) Spreng, Peltophorum africanum Sond., S. birrea, Zanthoxylum capense Harv., and Zanthoxylum humile (E.A.Bruce) P.G.Waterman. Cultivation of these plants is generally attributed to their increasing scarcity in the wilderness. This initiative, nevertheless, has the potential to lessen harvesting pressure of the aforementioned species occurring in the wilderness and ensure instant supply of their required part/s. Furthermore, it will aid in the conservation of threatened therapeutic species such as D. sylvatica and E. transvaalense. However, this can have conservation impacts only if the users harvest the plants exclusively from their home gardens. Wiersum et al. [87] found that medicinal plant domestication by indigenous people is less based on preserving biodiversity, but more on maximizing harvest to certify individual needs and to generate income.
Native wild trees such as Adansonia digitata L., B. discolor, C. mopane, D. caffra, and G. bicolor that grew naturally in the local agricultural farming system were managed and conserved in order to obtain sustainable multiple supply of desired products and services from them (Table 1). This is a common practice among rural communities in other provinces of South Africa [88], other African countries [89, 90], and elsewhere [91]. Generally, adaptation of agroforestry practices of conserving A. digitata, B. discolor, C. mopane, D. caffra, and G. bicolor by cultural communities in the Limpopo Province will not only contribute towards the provision of food and cultural materials but will also enhance local environmental resilience. The role of traditional agroforestry practices in this regard cannot be overemphasized [92, 93, 94, 95]. To realize the effective role played by these practices in the conservation of wild indigenous plant resources, we recommend that indigenous communities of the Limpopo Province should prioritize the tree species, which provide multiple useful products and ecosystem services.
The present study should be viewed as an initial attempt to comprehend the utilization of wild plant resources and their traditional conservation strategies in the Limpopo Province of South Africa. Overall, this study indicated that rural people are endowed with extensive knowledge on native wild plant uses and associated innovative techniques of conserving them as evidenced in Table 1. However, not all the practices associated with the latter promote effective conservation and sustainable use of wild plant resources. As such, those that promote the protection of plants should be promoted and integrated in the local management plans of flora. This is will go a long way in complementing the contemporary conservation approaches (i.e., legislative measures) of wild plant resources, and ultimately ensure the continual availability of these resources for poor rural households of the Limpopo Province and other areas of South Africa.
We are grateful to the Universities of Limpopo and Venda for funding this study.
The authors declare no conflict of interest.
Steel is the most common material used on earth. Applications vary from simple cutlery to spacecraft parts and are so vast; one finds even hard to list it all. This is mainly due to the versatility found in this type of iron and carbon alloy, in terms of physical, mechanical, and chemical properties. Also, when compared to other types of materials, steels are economically affordable. Therefore, steel has been studied for many decades and will continue to be so in the forthcoming years. Industrial plants have most of their equipment made of steel. Applications involving the oil and gas industry are very demanding in terms of optimizing the use of these steels for high performance in constant aggressive environments. In this case, the ultimate need is for steels that can resist both heavy loads and aggressive corrosive environments.
Some new classes of steels, such as the duplex steels, are of very much of interest nowadays, because of their good compromise between mechanical resistance and corrosion protection [1, 2]. As any other metallic material though, they usually need thermal-mechanical processing in order to be adequate to the different uses. Thermal-activated processes may lead to the creation of new phases in the steel—some intentionally promoted, but some not. The knowledge of phase transformations in steels is mandatory to forecast the properties the material will acquire after such transformations [3]. Because steel has a long of range periodic atomic structure, with well-defined crystallographic aspects [4], X-ray diffraction [5] is one of the most important analytical techniques to identify those structures, in order to understand steel properties.
Lately, the identification and quantification of phases have been upgraded by many methods of peak refinement. These methods provide a good calculation of crystallographic parameters, enabling precise measurements to be performed in different materials. Among those methods, the Rietveld refinement [6] has been gaining space among crystallographers due to its analytical capabilities. A general overview of the Rietveld profile fitting and quantitative phase analysis is provided in the following sections. Then, two specific applications of X-ray diffraction for steel phase analysis are described. The first case refers to the quantification of contaminants on steel substrates after jet impingement, aiming corrosion resistance by organic coatings. The second case is related to the phase transformations occurring in a type of steel used in oil and gas applications, when this material is subjected to high temperatures due to welding procedures or operation in service. In both situations, peak refinement is made, for the calculation of crystallographic parameters and for quantitative phase calculations.
X-ray profile fitting provides important crystallographic information from the analyzed material. There are several different techniques nowadays, but one of them, known as the Rietveld refinement method, has many advantages over the others. In this method, first presented by Hugo Rietveld to refine nuclear and magnetic structures [6] and lately developed by many scientists [7], least-squares refinements are carried out until the best fit is obtained between the entire observed powder diffraction pattern and the full calculated pattern. The quantity minimized in the least-squares refinement is the residual Sy:
where yi = observed intensity at the i-th step; yci = calculated intensity at the i-th step; wi = 1/yi.
The equation model applied for the method (Eq. 2) considers the following parameters:
The Bragg reflections contributing to a specific intensity yi at every specific i point in the whole pattern
A scale factor s
The Miller indices, h, k, l, for a Bragg reflection, represented by K
The Lorentz polarization and multiplication factors LK
The reflection profile function ∅
The preferred orientation function Pk
The absorption factor A
The structure factor modulus for the kth Bragg reflection |FK|
The background intensity at the i-th step, ybi
Quantitative phase analysis using the Rietveld method [8] employs the relative weight fraction W of each phase p in a mixture of n phases calculated according to the equation:
where s is the Rietveld scale factor, Z is number of formula units per unit cell, M is the mass of the formula unit (atomic mass unit), and V is the unit cell volume (Å3).
The following sections will present two specific cases of the utilization of the Rietveld refinement method with further quantitative phase analysis (QPA). Those practical cases demonstrate how this methodology was applied for the analysis of steel parts, addressing the presence of unwanted phases and phase unbalance due to thermal treatments performed in specific steels.
Duplex and super duplex steels (DS and SDS, respectively) have been widely used in oil and gas industries because of their advantages over other steel types in terms of mechanical properties and corrosion resistance [1, 2]. The harsh environments where those steels are in service require protection from degradation that can be found in organic coatings [9, 10].
The coating performance is highly dependent on the surface pretreatment and the application procedures [11, 12]. Those must be in accordance with standard documents [13, 14], which include procedures for blast cleaning. Blasting processes though might affect the coating adhesion and corrosion rate, depending on the degree of contamination from the abrasive particulate material used, as those particulates can promote local pH changes and/or galvanic effects [15]. The common abrasives employed for surface treatment of steels are aluminum oxide and martensitic steel abrasives due to their high values of hardness. Pulverization of the grits, however, can lead to undesired particulate depositions over the steel surfaces (Figure 1), which induce local alkalization, decreasing the protection. Because of all these factors, substrate contamination needs to be engaged in an efficient fashion, to avoid damages on the performance of the whole system.
(a, b) Abrasive particles hitting a metal substrate surface and (c) abrasive fragments deposited over the surface. (d) A real micrographs of a particulate allocated in the valley created by the particle impact in the surface.
Determination of the inclusion or second-phase constituent, by metallographic analysis [16], can be used to account for such contamination. However, the technique can be quite time-consuming. Quantitative phase analysis by X-ray diffraction though can be used for such task [17, 18, 19, 20, 21, 22]. The Rietveld method can provide very accurate estimative of the relative and/or absolute amount of the component phases [22, 23, 24, 25] and has advantages over traditional internal-standard-based techniques. Surface roughness effects can also be considered and compensated by correction functions, which makes the Rietveld method more interesting to this type of process.
In Rietveld analysis of X-ray powder diffraction patterns, the effect of surface roughness (SR) of absorbing polycrystalline samples can be a source of systematic errors [26, 27, 28, 29, 30]. The SR effect can reduce the intensity of low-angle reflections and lead to anomalous low values of refined atomic displacement parameters. Depending on the degree of SR, the isotropic atom displacement can lead to negative values, which have no physical meaning. To correct such effects, a SR Suortti Model [31] has been used to guarantee a higher flexibility in terms of angular ranges.
ASTM A516 G60 carbon steel (CS) and UNS 32760 super duplex steel (SDS) samples were used as metallic substrates subjected to the blasting process. The abrasives used encompassed two types of aluminum oxide particulate (sintered bauxite (SB) and demagnetized alumina (DA)). A D8 Discover Bruker AXS was the equipment used for data acquisition. The diffraction parameters are listed as following:
Radiation: Co Kα (λ = 1789 Å).
Current and voltage: 40 mA 35 kV.
Primary optics: Co Göbel Mirror, two slits of 1 mm and 6 mm and a soller slit with 2 cm x 1 cm aperture.
Secondary optics: Kβ filter, 8 mm slit, axial soller slit with divergence of 2.5°.
Detector: point scanning detector—PSD type.
2θ range = 10° to 110°.
Step-size: 0.001°.
Scanning velocity was 0.5 s/step.
Rietveld analysis was carried out using Diffrac PlusTOPAS (ver 4.2) software [32, 33].
Diffraction patterns were obtained for both substrate bulks, prior to the blasting process, to work as a reference pattern when measuring the degree of contamination of the samples subsequently analyzed. In the blasted surfaces, α-Fe (ferrite) [34] was observed in CS substrate, while α-Fe and γ-Fe [35] (ferrite and austenite, respectively) were present in the SDS substrate.
The commercial SB abrasive showed a predominance of phase alpha alumina (α-Al2O3) [36] which was verified in the SB abrasive, while the DA abrasive presented a majority of kappa alumina (κ-Al2O3) [37]. Figure 2 presents the diffraction patterns for the carbon steel substrate before and after abrasive blasting (a) and for the super duplex steel before and after blasting (b), respectively.
(a) CS substrate after DA and SB blasting and (b) SDS substrate after DA and SB blasting. When blasting is performed with Al2O3 abrasives, one can see contamination by the new peaks introduced to the scans.
Figure 3 shows the detailed refined scan for the carbon steel substrate blasted with κ-Al2O3 from the DA abrasive and α-Al2O3 originated from the SB abrasive. In the same manner, Figure 4 presents the result of the refined scan from the SDS substrate blasted with κ-Al2O3 from the DA abrasive and α-Al2O3 originated from the SB abrasive.
Carbon steel substrate blasted with (a) DA and (b) SB abrasives. Observed data are indicated by thicker lines and calculated data by a solid thinner line. The gray lower curve presents the difference (residue) between the observed and calculated powder diffraction patterns.
Super duplex steel substrate blasted with (a) DA and (b) SB abrasives.
The structure refinement functions and parameters are listed as following:
Chebyshev polynomial of fourth degree [38] and Topas 1/x background function and (background fitting intensities, yib)
Preferred orientation (PO) March-Dollase model [39, 40, 41] for calculating the preferred crystal orientations of α-Fe and γ-Fe phases (this is mandatory especially for processed steel products like ingots, sheets, and pipe sections)
PO spherical harmonics [42] model of order 6 for the alumina phase
Zero error (2θ) sample displacement, absorption (1/cm), and lattice parameters of the phases were not fixed to provide the best calculated fitting.
Fitting criteria is a way to analyze the accuracy and precision of fitting. Based on the R-weighted pattern (Rwp) and the R-expected pattern (Re), it is possible to calculate the “goodness of fit,” or simply GOF, to address the calculated values. Eqs. 4 and 5 present the variables used for the calculations for the R-values, which are then used to calculate the GOF [43, 44, 45]:
where yi = intensity at the ith step; wi = weighting factor; N = number of observations; P = number of parameters; obs = observed and calc = calculated.
Table 1 presents the GOF values for each calculation. The calculated values lied between 1 and 1.5, which is an indication of a satisfactory fitting. Numbers greater than 1.5 are usually seen as an inadequate model or false minimum, whereas those lower than 1.0 show a model that contain more parameters than can be justified by the quality of the data, as insufficient counting time for processing or high influence of background, for example.
Abrasive | CS substrate | SDS substrate |
---|---|---|
SB | 1.14 ± 0.008 | 1.05 ± 0.007 |
DA | 1.13 ± 0.010 | 1.07 ± 0.010 |
MCS | 1.09 ± 0.012 | 1.06 ± 0.010 |
MSS | 1.09 ± 0.011 | 1.06 ± 0.011 |
Fitting criteria for Rietveld calculations: calculated average goodness of fitness for the set of four samples of each substrate per abrasive.
Table 2 presents the quantitative phase analysis results for abrasive contamination in both CS and DSS substrates. 36.20% of the SDS and 20.21% of the carbon steel blasted area were contaminated by SB particles. When analyzing the DA abrasive, 15.77% of the SDS area was contaminated, while 10.45% of the CS substrate depicted particle contamination. The higher percentage of contamination on the SDS substrate can be related with its high values of hardness. The consequences of such higher particle contamination, for the performance of anticorrosive organic coatings, can be found in a subsequent work [46].
% α-Fe | % γ-Fe | %Al2O3 | |
---|---|---|---|
SB abrasive | |||
Super duplex | 38.79 ± 1.84 | 25.01 ± 2.13 | 36.20 ± 2.92 |
Carbon steel | 79.79 ± 2.37 | * | 20.21 ± 2.37 |
DA abrasive | |||
Super duplex | 47.31 ± 2.21 | 36.92 ± 1.16 | 15.77 ± 2.52 |
Carbon steel | 89.56 ± 0.59 | * | 10.45 ± 0.59 |
Quantitative phase calculations results (calculated average and standard deviation for a set of four blasted samples).
Super duplex stainless steel (SDSS) is a class of steels that retain two equal balanced main phases within their microstructure, BCC α-Fe (ferrite) and FCC γ-Fe (austenite). In that manner, this material can combine good mechanical properties with high corrosion resistance. However, when subjected to welding or to high-temperature applications, thermal-activated diffusion mechanisms promote the precipitation of some deleterious phases in the SDSS matrix in addition to creating an unbalanced volume of ferrite and austenite. The unequal proportions of ferrite/austenite and the occurrence of phases such as sigma phase (also known as σ phase) can highly compromise the ability of these steels to support loads and to avoid corrosion, leading to higher rates of degradation. Therefore, it is mandatory that investigations on thermal cycles are carried on determining the critical time/temperature values that lead to this kind of phase unbalance.
Previous studies in different classes of duplex steels [47] have identified the temperature range of 300–1000°C as a critical range for phase transformations. Therefore, a series of heat treatments, involving different temperature ranges and time intervals, were performed in a UNS S32750 to study the phase formation in this specific class of duplex steel and to determine the amounts of ferrite, austenite, and sigma phase formed after each treatment. For this specific calculation, X-ray diffraction was displayed as a crucial tool for precise phase quantification in a specific volume of material. After all the samples were scanned, phase amounts were calculated using quantitative phase analysis by Rietveld refinement. These calculations lead to further experimental investigations using nondestructive evaluation techniques [48].
Samples were cut as 70 mm × 40 mm × 6 mm steel plates. All samples were submitted to a preliminary solution heat treatment in order to obtain a balance of approximately 50% of α and γ phases. Then, aging treatments were performed to create the α/γ unbalance and the precipitation of sigma phase. Figure 5 shows a schematic of the heat treatment steps.
The solution heat treatment was conducted as follows:
Three samples remained in the as-received condition, i.e., without any heat treatment for further comparison with the heat-treated samples.
The remaining samples were subjected to a solubilization treatment, which consists of heating up to 1220°C for 1 h, followed by water quenching.
Three of the solubilized samples did not receive any additional aging heat treatment and remained in the solubilized condition.
Then, a group of 14 samples received an additional aging heat treatment to introduced different fractions of sigma phase. The aging heat treatment was conducted at 1000°C for different time intervals, followed by water quenching.
Finally, seven samples were heat treated at 1320 and at 1350°C for different intervals, in order to have high amounts of delta phase but no sigma phase at all.
Schematics of heat treatments performed in the SDSS samples.
Phase volumetric fractions were measured in nine different regions of each sample, as depicted in Figure 6. Diffraction parameters used were the same presented in item 3.2 from this chapter.
Schematics of a sample with its nine analyzed points.
The structure refinement used the fifth-degree Chebyshev polynomial [38] to fit the background intensities, yib, (according to Eq. 2), as well as the 1/x background function, from Topas 4.2. α-Fe and γ-Fe and sigma phases were fitted to the preferred orientation March-Dollase model [39, 40, 41].
The fitting criteria followed the same methodology applied in Case 1, using Eqs. (4)–(6). For every sample, the GOF was within the range of 1.0–1.5.
Figure 7 depicts two diffractograms—one from a sample containing only ferrite and austenite and another containing both phases and sigma. QPA (using Rietveld refinement) was carried on each one of the nine described points for each sample, generating similar scans to the ones presented in Figure 7. Each scan was then carefully analyzed and adjusted accordingly to the chosen fitting parameters to assure a GOF between 1.0 and 1.5, i.e., the best fit possible.
XRD spectrum for two different conditions. Sample number 18 without σ phase and sample number 01 with 3.4% of σ phase.
The values obtained for each point were then summed and averaged and the standard deviation calculated for each sample average. Table 3 presents those calculated values.
Samples | Temperature (°C) | Time (min) | γ phase (%) | α phase (%) | σ phase (%) |
---|---|---|---|---|---|
01 | 1000 | 60 | 64.0 ± 2.3 | 32.5 ± 2.7 | 3.4 ± 1.0 |
02 | 1000 | 45 | 49.3 ± 3.0 | 47.5 ± 3.5 | 3.1 ± 0.9 |
03 | 1000 | 22 | 64.3 ± 3.9 | 32.6 ± 4.0 | 3.0 ± 0.6 |
04 | 1000 | 45 | 62.4 ± 4.3 | 34.8 ± 4.1 | 2.7 ± 0.7 |
05 | 1000 | 25 | 52.2 ± 12.1 | 45.1 ± 11.5 | 2.6 ± 1.2 |
06 | 1000 | 25 | 65.1 ± 9.8 | 31.7 ± 7.8 | 2.4 ± 1.1 |
07 | 1000 | 5 | 68.1 ± 7.9 | 29.6 ± 8.2 | 2.2 ± 0.7 |
08 | 1000 | 60 | 61.1 ± 5.0 | 36.6 ± 4.9 | 2.1 ± 1.9 |
09 | 1000 | 20 | 64.4 ± 4.5 | 33.4 ± 4.5 | 2.1 ± 0.2 |
10 | 1000 | 20 | 56.7 ± 6.5 | 41.2 ± 6.9 | 2.0 ± 0.7 |
11 | 1000 | 1 | 57.9 ± 5.5 | 40.4 ± 5.3 | 1.6 ± 0.6 |
12 | 1000 | 1 | 59.3 ± 7.1 | 39.0 ± 7.1 | 1.6 ± 0.2 |
13 | 1000 | 6 | 68.5 ± 3.6 | 29.9 ± 3.6 | 1.5 ± 0.4 |
14 | 1000 | 10 | 61.6 ± 5.4 | 37.0 ± 5.3 | 1.2 ± 0.4 |
15 | As received | 47.7 ± 2.0 | 52.2 ± 2.0 | 0.0 | |
16 | As received | 44.2 ± 4.9 | 55.7 ± 4.9 | 0.0 | |
17 | As received | 47.1 ± 1.6 | 52.8 ± 1.6 | 0.0 | |
18 | 1220 | 60 | 50.2 ± 7.8 | 49.7 ± 7.7 | 0.0 |
19 | 1220 | 60 | 56.8 ± 5.1 | 43.1 ± 5.1 | 0.0 |
20 | 1220 | 60 | 54.3 ± 5.7 | 45.7 ± 5.7 | 0.0 |
21 | 1320 | 60 | 38.8 ± 3.3 | 61.1 ± 2.9 | 0.0 |
22 | 1320 | 60 | 28.3 ± 5.1 | 71.6 ± 5.0 | 0.0 |
23 | 1320 | 120 | 44.8 ± 3.0 | 55.1 ± 3.0 | 0.0 |
24 | 1320 | 60 | 36.2 ± 7.4 | 63.7 ± 7.4 | 0.0 |
25 | 1320 | 240 | 41.7 ± 6.9 | 58.2 ± 6.9 | 0.0 |
26 | 1350 | 60 | 34.4 ± 6.4 | 65.7 ± 6.3 | 0.0 |
27 | 1350 | 60 | 40.5 ± 8.7 | 59.4 ± 8.6 | 0.0 |
Phase volume contents according to heat treatment temperatures and time intervals.
X-ray diffraction has demonstrated to be an effective tool for phase analysis in metallic materials, especially in steels. Because this type of material is the most used material on earth nowadays, due to its versatility in terms of physical, mechanical, and chemical properties, knowledge of the phase transformations that might occur during service and processing is ultimate.
Steel surfaces subjected to abrasive surface cleaning, which suffered contamination from the blasting operation, and duplex steels subjected to aggressive environments and high temperatures of service, which experienced phase transformation, were analyzed by X-ray diffraction using peak refinement, by the Rietveld method.
The refinement method demonstrated that phase identification and quantification enabled the diagnosis of forthcoming problems related to the presence of such phases in the investigated steels, allowing the optimization of techniques and the choice of correct process parameters.
The authors would like to acknowledge the staff and professors from the Laboratorio de Ensaios Nao Destrutivos Corrosao e Soldagem (LNDC, Rio de Janeiro, Brazil) that were fundamental for the realization of this work, as well as the Department of Materials Sciences and Metallurgy (DMM) of the Federal University of Rio de Janeiro (UFRJ).
The authors declare no conflict of interest.
The authors would like to thank professor Isabel Margarit-Mattos for the opportunity of developing this investigation on the blasted steel surfaces from her research on organic coatings.
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