T H E Soweto Stroke Q Uestionnaire

Total Page:16

File Type:pdf, Size:1020Kb

T H E Soweto Stroke Q Uestionnaire R esearch A rticle T h e S o w e t o S t r o k e Q uestionnaire ABSTRACT A questionnaire was designed for a recent survey into the outcome LA HALE CJ EALES VU FRITZ of stroke patients in Soweto, named the Soweto Stroke Questionnaire (SSQ). It was based on the Barthel ADL Index (BI) but modified to suit the local context. This paper introduces the SSQ, and reports on its inter-rater reliability and its concurrent validity. Fifty-four subjects, in the age range 30 to 75 years, were interviewed and nineteen re-interviewed using the SSQ. Four different scores were calculated: a total score, a Barthel Index score, an Impairment score, and a Quality of Life score. The Pearson’s Correlation Coefficient was found to be high between the total score and the BI score. (r=0.948) which supports the concurrent validity of the developed questionnaire. In assessing the reliability of the SQQ, the Wilcoxin Test showed that there was no signifi­ cant difference between the initial and repeat interviews for the total score, the Barthel Index score, and the Impairment score (p<0,05). The Quality of Life Score came closer to a difference, but not statistically significantly so. These tests were collaborated by Bland and Altman graphs which showed that in 95% of the time, the questions were repeatable. Me Nemar’s Test of Symmetry showed that 34 out of 38 questions asked were found to have over 70% correlation. Four questions showed a lower correlation, the lowest being 63.16%. The SSQ was found to have inter­ rater reliability, and to be concurrently valid to the Barthel Index. It is quick and easy to use, requiring no sophisti­ cated equipment or training. It still requires to be investigated for sensitivity and predictiveness, and to be validated in a more general South African stroke population. KEY WORDS: STROKE OUTCOME, BARTHEL INDEX, SOUTH AFRICA Although stroke is ranked as the to hygiene, dressing, transfers, resources, as well as dealing with second most common cause of ambulation, continence and societal limitations (Whiteneck, death in South Africa its prevalence feeding) include the Barthel Index 1994). The CIQ (Community in South Africa is not well known (Collin et al, 1988) and the Katz Integrated Questionnaire) designed (Fritz, 1997). The Central Statistical Index of ADL (Brorsson and Asberg, by Wilier et al (1994) is an example ) . Services (1980) reported that cere­ 1984). Instrumental ADL, for of a scale which measures handicap. 3 1 brovascular accident accounted for example the Functional The CIQ was developed for persons 0 2 298/100,000 deaths in Coloured Independence Measure (FIM) with traumatic head-injury and d e South Africans aged 35-74 years, (Ham ilton et al, 1994; Glott, 1995), deals primarily with instrumental t a and 100/100,000 deaths in the explores higher degrees of ADL ADL and handicap. Although it d ( White population. The statistical such as domestic chores, transporta­ measures the success of outcome, r e data for the Black population of tion and communication. The FIM is namely, social integration, it gives h s i South Africa is imprecise (Fritz gaining popularity in South Africa. little assistance in the planning of an l b 1997). Putteril et al (1984) predicted However, it requires appropriate intervention (Wilier et al, 1994). In u P that the incidence of non-fatal training and trainer testing before a order for a rehabilitation measure­ e stroke in South Africans over high level of reliability can be ment scale to be versatile and effi­ h t 75 years of age was likely to increase achieved (Hamilton et al, 1994). cient, it needs to measure y b from 100-200/100,000 to Data can be converted from ordinal impairment (in order to plan the d e 2 000 100 000 ratings to a linear scale with interval intervention), disability and hand­ / , . t n A review of the literature revealed properties using Rasch analysis. icap (to measure the outcome of the a r numerous stroke outcome This data can be plugged into a data intervention). g e measuring scales. Some scales bank built up of over 100 000 FIM Dr Derek Wade of the Rivermead c n predominantly measure impair­ ratings in order to predict manage­ Rehabilitation Centre in Oxford e c i m ent and m otor recovery (Carr et al, ment, length of hospital stay and suggests that one of the best "buys" l r 1972; Gowland et al, 1993). outcome (Glott, 1995). However, as on the market is the Barthel Index e d Disability measures of basic activi­ the FIM scale appears not to have (Collin et al, 1988). It is has been n u ties of daily living (ADL) (attention been validated in South Africa, this used extensively in stroke outcome y data prediction facility is invalid as studies. This ordinal scale measures a w one cannot equate data collected in basic functional outcome, requires e t the United States of America to the very little training and has been a CORRESPONDENCE: G South African context. found to be both reliable and valid t Mrs L A Hale e Measuring handicap is a lot more for stroke (Wade and Hewer, 1987). n Physiotherapy Department i complex as it has to take into However, it's limitations include the b Faculty of Health Sciences a account the many individual char­ fact that it only measures disability. S University of the Witwatersrand y acteristics that affect an individual's The BI has not, to the best of my b 7 York Road, Parktown, social role fulfilment, for example, knowledge, been validated in South d e 2193, South Africa education, family support, financial Africa; it is unable to measure c u d o r p 16 SA J o u r n a l o f Physiotherapy 1998 V ol 54 No 4 e R quality of recovery; and has been The aim of this paper is to intro­ scored on an ordinal scale, giving a found to be insensitive in the higher duce the Soweto Stroke Question­ total score of fifty points. This total scores with a low ceiling of measure naire, and to report on its inter-rater score can then be subdivided into (Smith, 1993). reliability and its concurrent four sections, there being no The Soweto Stroke Questionnaire validity. weighting to the distribution of the was designed for a recent survey into scoring (see Table 1): the problems facing Sowetan stroke THE SOWETO STROKE QUESTIONNAIRE 1. Data relating to the patients' patients post-discharge from Chris Although the questionnaire has home circumstances: whether their Hani (CH) Baragwanath Hospital both qualitative and quantitative toilet is located inside the house or and may prove to be a basis from aspects (see Table 1), only the quan­ outside; do they have running water which to design a more specific titative side will be dealt w ith in this and electricity in the home. This South African measuring scale. paper. The quantitative section is data was deemed necessary to collect so that the context of the home could be invisualised. TABLE 1: SOWETO STROKE QUESTIONNAIRE 2. Data relating to the known complications of stroke, for QUANTITATIVE QUALITATIVE example, pain in the hemiplegic shoulder and knee; pressures sores Total score (50) (coded) and contactures. This is known as the Impairment Score. Muscle tone, strength and sensory status were Home Impairment Quality of Life Expanded not measured. Circumstances Score Score Barthel Index 3. Data relating to the patient's (8) (31) (Embedded BI = 20) (3 ) (8) disability - the Barthel Index (BI) is incorporated into the questionnaire, TABLE 2: CORRELATION OF TOTAL SCORES (n = 19) and is expanded in order to gain more insight regarding functional Total Score - Initial (50) Total Score - Repeat (50) ability, the BI being shown to be insensitive in the higher scores Mean 25.95 26.42 ) . known as the expanded Barthel 3 Std. Dev + /- 14.41 + /- 13.10 1 Index score. 0 2 Range 5-46 4-47 4. Data relating to handicap: d WILCOXIN 0.93 e ability to help with household t a chores, socialisation, outings, ability d ( to catch a minibus taxi - known as r TABLE 3: CORRELATION OF IMPAIRMENT SCORES (n = 19) e the Quality of Life score. h s i l Total Score - Initial (8) Total Score - Repeat (8) INTER-RATER RELIABILITY AND b u Mean 4.05 4.16 CONCURRENT VALIDITY P e Std. Dev + /- 2.29 + /- 2.36 h t METHODOLOGY Range 1 - 8 0 - 8 y b WILCOXIN 0.87 All cerebrovascular accident d e (CVA) patients admitted to the t n medical admissions ward of CH a r TABLE 4: CORRELATION OF QUALITY OF LIFE SCORES (n = 19) Baragwanath Hospital over a four g e and a half month period were c Total Score - Initial (8) Total Score - Repeat (8) n screened for admission into the e c Mean 3.16 2.68 study. The inclusion criteria of the i l r Std. Dev +/- 1.92 +/- 1.73 study required that patients, of e d Range 0 - 7 0 - 7 either sex, who had their first and n only CVA in the region of the u WILCOXIN 0.084 y middle cerebral artery, and who a w resided in Soweto be included. e t TABLE 5: CORRELATION OF BARTHEL INDEX SCORES (n = 19) Patients had to be in the age range a G 30 to 75 years. The patients' names t e Total Score - Initial (20) Total Score - Repeat (20) were acquired from the ward's n i Mean 12.26 12.68 admission register, and information b a regarding their inclusion suitability S Std.
Recommended publications
  • 7.5. Identified Sites of Significance Residential Buildings Within Rosettenville (Semi-Detached, Freestanding)
    7.5. Identified sites of significance_Residential buildings within Rosettenville (Semi-detached, freestanding) Introduction Residential buildings are buildings that are generally used for residential purposes or have been zoned for residential usage. It must be noted the majority of residences are over 60 years, it was therefore imperative for detailed visual study to be done where the most significant buildings were mapped out. Their significance could be as a result of them being associated to prominent figures, association with special events, design patterns of a certain period in history, rarity or part of an important architectural school. Most of the sites identified in this category are of importance in their local contexts and are representative of the historical and cultural patterns that could be discerned from the built environment. All the identified sites were given a 3A category explained below. Grading 3A_Sites that have a highly significant association with a historic person, social grouping, historic events, public memories, historical activities, and historical landmarks (should by all means be conserved) 3B_ Buildings of marginally lesser significance (possibility of senstive alteration and addition to the interior) 3C_Buildings and or sites whose significance is in large part significance that contributes to the character of significance of the environs (possibility for alteration and addition to the exterior) Summary Table of identified sites in the residential category: Site/ Description Provisional Heritage Implications
    [Show full text]
  • South Africa – Cape Restaurants
    Recommended Restaurants – Johannesburg and Pretoria JOHANNESBURG AFRICAN CUISINE ITALIAN/MEDITERRANEAN Moyo - Melrose Arch 2 Medeo Restaurant at The Palazzo 13 Moyo - Zoo Lake 2 La Cucina Di Ciro 14 Pronto 14 ASIAN Café del Sol Botanico 15 Kong Roast 3 The Lotus Teppanyaki & Sushi Bar 3 STEAKHOUSE Wombles Steakhouse Restaurant 15 BISTRO Turn 'n' Tender Illovo 16 Eatery JHB 4 Coobs 4 CONTEMPORARY Cube Tasting Kitchen 5 PRETORIA Winehouse - Ten Bompas 5 CONTEMPORARY Level Four Restaurant 6 Blu Saffron 16 March Restaurant 6 De Kloof Restaurant 17 Roots at Forum Homini - Prosopa Waterkloof Muldersdrift 7 17 FINE DINING FINE DINING Luke Dale Roberts X (Saxon Hotel) 7 Kream 18 DW Eleven-13 8 Restaurant Mosaic at The Orient 18 Signature Restaurant 8 Pigalle - Michelangelo Towers 9 Pigalle - Melrose Arch 9 oneNINEone 10 AtholPlace Restaurant 10 The Residence 11 FRENCH Emoyeni 11 Le Souffle 12 INDIAN Ghazal 12 Vikrams 13 1 **To make early reservations, please contact your AAC consultant, the hotel concierge or the restaurant directly.** JOHANNESBURG AFRICAN CUISINE MOYO (Melrose Arch) Shop 5, The High St / Tel: +27 11 684 1477 http://www.moyo.co.za/moyo-melrose-arch/ From the food and décor to the music and live entertainment, moyo is strongly African in theme. The focus of the rich and varied menu is pan-African, incorporating tandoori cookery from northern Africa, Cape Malay influences and other dishes representing South Africa. In the heart of Johannesburg, the 350-seater, multi-level modern restaurant – clad in copper with pressed pebble walls - embodies Africa’s finest music and urban cuisine offerings.
    [Show full text]
  • Welcome to KPMG Crescent
    Jan Smuts Ave St Andrews M1 Off Ramp Winchester Rd Jan Smuts Off Ramp Welcome to KPMGM27 Crescent M1 North On Ramp De Villiers Graaff Motorway (M1) 85 Empire Road, Parktown St Andrews Rd Albany Rd GPS Coordinates Latitude: -26.18548 | Longitude: 28.045142 85 Empire Road, Johannesburg, South Africa M1 B M1 North On Ramp Directions: From Sandton/Pretoria M1 South Take M1 (South) towards Johannesburg On Ramp Jan Smuts / Take Empire off ramp, at the robot turn left to the KPMG main St Andrews gate. (NB – the Empire entrance is temporarily closed). Continue Off Ramp to Jan Smuts Avenue, turn left and then first left into entrance on Empire Jan Smuts. M1 Off Ramp From South of JohannesburgWellington Rd /M2 Sky Bridge 4th Floor Take M1 (North) towards Sandton/Pretoria Take Exit 14A for Jan Smuts Avenue toward M27 and turn right M27 into Jan Smuts. At Empire Road turn right, at first traffic lights M1 South make a U-turn and travel back on Empire, and left into Jan Smuts On Ramp M17 Jan Smuts Ave Avenue, and first left into entrance. Empire Rd KPMG Entrance KPMG Entrance temporarily closed Off ramp On ramp T: +27 (0)11 647 7111 Private Bag 9, Jan Jan Smuts Ave F: +27 (0)11 647 8000 Parkview, 2122 E m p ire Rd Welcome to KPMG Wanooka Place St Andrews Rd, Parktown NORTH GPS Coordinates Latitude: -26.182416 | Longitude: 28.03816 St Andrews Rd, Parktown, Johannesburg, South Africa M1 St Andrews Off Ramp Jan Smuts Ave Directions: Winchester Rd From Sandton/Pretoria Take M1 (South) towards Johannesburg Take St Andrews off ramp, at the robot drive straight to the KPMG Jan Smuts main gate.
    [Show full text]
  • Memories of Johannesburg, City of Gold © Anne Lapedus
    NB This is a WORD document, you are more than Welcome to forward it to anyone you wish, but please could you forward it by merely “attaching” it as a WORD document. Contact details For Anne Lapedus Brest [email protected] [email protected]. 011 783.2237 082 452 7166 cell DISCLAIMER. This article has been written from my memories of S.Africa from 48 years ago, and if A Shul, or Hotel, or a Club is not mentioned, it doesn’t mean that they didn’t exist, it means, simply, that I don’t remember them. I can’t add them in, either, because then the article would not be “My Memories” any more. MEMORIES OF JOHANNESBURG, CITY OF GOLD Written and Compiled By © ANNE LAPEDUS BREST 4th February 2009, Morningside, Sandton, S.Africa On the 4th February 1961, when I was 14 years old, and my brother Robert was 11, our family came to live in Jhb. We had left Ireland, land of our birth, leaving behind our beloved Grandparents, family, friends, and a very special and never-to-be-forgotten little furry friend, to start a new life in South Africa, land of Sunshine and Golden opportunity…………… The Goldeneh Medina…... We came out on the “Edinburgh Castle”, arriving Cape Town 2nd Feb 1961. We did a day tour of Chapmans Peak Drive, Muizenberg, went to somewhere called the “Red Sails” and visited our Sakinofsky/Yodaiken family in Tamboerskloof. We arrived at Park Station (4th Feb 1961), Jhb, hot and dishevelled after a nightmarish train ride, breaking down in De Aar and dying of heat.
    [Show full text]
  • WHO WE ARE Vision Mission Values
    C. THE DEPOTS 1.Southdale 011 681 7800 WHO WE ARE 91 Side Road Southdale Johannesburg Water SOC Ltd (JW) is a municipal entity incorporated on 21 November 2000 and commenced business on 1 January 2001 as an independent company, with the City of Johannesburg 2. Langlaagte (CoJ) as its sole shareholder. JW was formed following the iGoli 2002 Transformation Plan, an initiative 011 473 9500 led by the former Greater Johannesburg Metropolitan Council. A. HEAD OFFICE 2 Link Road Langlaagte Switchboard • Region A: Midrand/Ivory Park/Diepsloot/Kya Sand 011 688 1400 3. Midrand • Region B: Rosebank/Randburg/Emmarentia/Greenside/Melville/Northcliff/Parktown 011 205 9500 • Region C: Roodepoort/Constantia Kloof/Northgate Customer Care (Internal) 621-6TH Road • Region D: Doornkop/Dobsonville/Protea Glen 011 688 1699 (Corner New Road) • Region E: Alexandra/Wynberg/Sandton (to report leaks, burst pipes Erand, Midrand • Region G: Orange Farm/Ennerdale/Lenasia and sewer blockages) 4. Zandfontein Johannesburg Water’s infrastructure assets in support of its business comprise: B. WASTE WATER 011 386 1000 TREATMENT WORKS 5 Commerce Crescent West • 89 Water Reservoirs Kramerville - Sandton • 28 Water Towers 1. Bushkoppie • 10 Depots 010 230 0003 5. Ennerdale • 4 Laboratories Cnr Golden Highway R553 011 213 2700 • 11 896 km distribution pipes and Stockwell Avenue 2 James Street • 6 Wastewater Treatment Works Eldorado Estates Ennerdale Ext. 1 6. Hamberg The entity supplies 1.4 million domestic, commercial and industrial customers and serves an estimated 2. Ennerdale 010 230 0003 011 831 1141 consumer base of 4.5 million people with approximately 1,574 ml/day and treats it to acceptable.
    [Show full text]
  • Read Heritage Survey 2007
    N HE TO R H IT G A U G O E H S U R R E V P E P Y U F F 2 0 0 67 THE UPPER HOUGHTON HERITAGE SURVEY 2007 AND THE NOMINATION TO PHRA-G FOR THE DECLARATION OF A HERITAGE SITE 25 September 2007 RESEARCHED AND DOCUMENTED BY BARLIN & CHASKELSON ARCHITECTS COMMISSIONED BY THE UPPER HOUGHTON ASSOCIATION COPYRIGHT: CONTENTS AND ANALYSIS MODEL BARLIN AND CHASKELSON ARCHITECTS Boom time 1914 Upper Houghton, a view from Houghton Drive towards the east showing the northern ridge (far left, prior to the establishment of The Wilds) and the St David Road ridge with Baker’s St Johns College barely visible on the horizon (centre). St David Road and St John Road (far right) are lined by houses erected over a 12 year period. Even though some of these houses have since been altered, most still remain today. The house in the foreground had been demolished. (Photograph: by courtesy of Malcolm Freeland ) TITLE PAGE: LOGO CENTRAL MOTIF: ENTRANCE FACADE KING EDWARD VII SCHOOL 1908 THE UPPER HOUGHTON HERITAGE SURVEY BARLIN AND CHASKELSON ARCHITECTS FOR THE UPPER HOUGHTON ASSOCIATION TEXT BY ROCCO BOSMAN This report is divided into three parts. PART 1deals with the survey viz. the collection, selection and documentation of research data. PART 2 analyses data assembled in Part 1. Part 3 contains the conclusion and recommendations to the Provincial Heritage Resources Authority. The report format comprises a series of maps with graphs and charts accompanied by explanatory notes. Few surveys of a similar aim and scale had previously been conducted in SA.
    [Show full text]
  • Exploring High Streets in Suburban Johannesburg
    EXPLORING HIGH STREETS IN SUBURBAN JOHANNESBURG By Tatum Tahnee Kok A dissertation submitted to the Faculty of Engineering and the Built Environment, University of the Witwatersrand, Johannesburg, in fulfilment of the requirements for the degree of Master of Science in Town and Regional Planning. Johannesburg, 2016 1 DECLARATION I declare that this dissertation is my own unaided work. It is being submitted for the Degree of Master of Science to the University of the Witwatersrand, Johannesburg. It has not been submitted before for any degree or examination to any other University. …………………………………………………………………………… (Signature of Candidate) ……….. Day of …………….., …………… (Day) (Month) (Year) 2 ABSTRACT Traditionally the high street serviced residents in the local suburb. The proliferation of entertainment and leisure activities on the high street in suburban Johannesburg has appealed to people in the broader region. These social spaces within the suburb provide a simultaneous interaction of individuals who can carry out their daily activities of shopping, dining and socializing and essentially has contributed to these high streets being successful destination points. Patrons, the foot traffic of the high street, sustain businesses on the high street. Some business owners neglect to implement city by-laws and comply with licensing regulations often perpetuating unfavourable circumstances for residents in the suburb. Noise, petty crime and parking constraints detract from the street's allure. Alternatively, some residents enjoy easy access to the street's activities. Using a mixed method research approach, this research reveals some of the perceptions, regulations and tensions regarding the prominence of entertainment and leisure activities on the high street. Three case studies (7th Street in Melville, 4th Avenue in Parkhurst and Rockey/Raleigh Street in Greater Yeoville) are explored to evaluate the role of entertainment and leisure on the suburban high street.
    [Show full text]
  • APPENDIX a Historical Overview of the Corridors of Freedom
    APPENDIX A_Historical overview of the Corridors of Freedom By Clive Chipkin Geology & Topography GEOLOGY and the 19-century World Market determined the locality of Johannesburg. TOPOGRAPHY contributes significantly to the sense of place, the genius loci, in a region of low hills and linear ridges. Gatsrand, 30 Km to the South; Suikerbosrand, 30 Km to the South East; the Klipriviersberg immediately to the South. In the foreground are the parallel East- West scarps and residue hills of the area magically named the Witwatersrand, looking northwards across a panorama of rolling country and gently sloping valleys to the Magaliesberg horizon – all part of the multiple Johannesburg immersion. Fig. 168 Section of topographical map of Johannesburg. (Source: Office of Surveyor General, Cape Town, surveyed in 1939) The great plains of the continental plateau enters the town-lands: the Houghton- Saxonwold plain north of the ridges and Doornfontein to Turffontein plain occupying the space between the Braamfontein high ground and the Klipriviersberg. The spaciousness – a word used by the visiting geographer JHG Lebon (1952:An Introduction to Human Geography) – of the landscape means that Johannesburg, unlike Durban and Cape Town can expand in almost any direction but after a century plus decades of urban growth, it is our delectable ridges that remain repositories of ancientness. The north facing Parktown ridge with its extension on the Westcliff promontory and its continuation as the Houghton and Orange Grove escarpment to the east 244 Monika Läuferts le Roux & Judith Muindisi, tsica heritage consultants Office: 5th Avenue, 41 – Westdene – 2092 – Johannesburg; Tel: 011 477-8821 [email protected] form a decisive topographical feature defining the major portion of the Northern Suburbs as well and the ancient routes of the wagon roads to the north.
    [Show full text]
  • City of Johannesburg Ward Councillors by Region, Suburbs and Political Party
    CITY OF JOHANNESBURG WARD COUNCILLORS BY REGION, SUBURBS AND POLITICAL PARTY No. Councillor Name/Surname & Par Region: Ward Ward Suburbs: Ward Administrator: Cotact Details: ty: No: 1. Cllr. Msingathi Mazibukwana ANC G 1 Streford 5,6,7,8 and 9 Phase 1, Bongani Dlamini 078 248 0981 2 and 3 082 553 7672 011 850 1008 011 850 1097 [email protected] 2. Cllr. Dimakatso Jeanette Ramafikeng ANC G 2 Lakeside 1,2,3 and 5 Mzwanele Dloboyi 074 574 4774 Orange Farm Ext.1 part of 011 850 1071 011 850 116 083 406 9643 3. Cllr. Lucky Mbuso ANC G 3 Orange Farm Proper Ext 4, 6 Bongani Dlamini 082 550 4965 and 7 082 553 7672 011 850 1073 011 850 1097 4. Cllr. Simon Mlekeleli Motha ANC G 4 Orange Farm Ext 2,8 & 9 Mzwanele Dloboyi 082 550 4965 Drieziek 1 011 850 1071 011 850 1073 Drieziek Part 4 083 406 9643 [email protected] 5. Cllr. Penny Martha Mphole ANC G 5 Dreziek 1,2,3,5 and 6 Mzwanele Dloboyi 082 834 5352 Poortjie 011 850 1071 011 850 1068 Streford Ext 7 part 083 406 9643 [email protected] Stretford Ext 8 part Kapok Drieziek Proper 6. Shirley Nepfumbada ANC G 6 Kanama park (weilers farm) Bongani Dlamini 076 553 9543 Finetown block 1,2,3 and 5 082 553 7672 010 230 0068 Thulamntwana 011 850 1097 Mountain view 7. Danny Netnow DA G 7 Ennerdale 1,3,6,10,11,12,13 Mzwanele Dloboyi 011 211-0670 and 14 011 850 1071 078 665 5186 Mid – Ennerdale 083 406 9643 [email protected] Finetown Block 4 and 5 (part) Finetown East ( part) Finetown North Meriting 8.
    [Show full text]
  • Property for Sale Houghton
    Property For Sale Houghton Headlong and deadlier Derrick podded while indicial Rodolphe theologising her beatnik unmixedly and winkling yare. Rudolfo is momentously sure-enough after unapplied Paten visualized his Telemachus allegedly. Foot-loose Izaak untuning some transillumination and displeasures his haecceity so fadelessly! Architecturally designed with a corner stand, private road with a sliver of a duel zone hive system, hardwood and enjoy plenty of. Walking distance to receive email is for property sale in the sale or real estate experts can help you are accentuated by pam golding properties in this is not constitute property? Study a scullery and an exquisite views overlooking tennis court and property for sale houghton real estate. You an expansive residence offers. Live or decrease volume of lake for property sale houghton? This waterfront parcel is located on Torch up, on the Keweenaw Peninsula, which juts out is Lake Superior from the Upper number of Michigan. Outside power points, property sales or decrease volume entrance lounge and. Home Partners of America and A New input to Homeownership are registered trademarks of Home Partners of America LLC. Please make a popular bird estate, with an accurate buy or investment opportunity to lift bridge, create email not use special character cottage. Click here to begin your radio for your perfect remedy or real estate property. After completing the sleeping quarters are the. Vacant parcel is very rustic structure on placebuzz yet been upgraded and. Private Michigan Inland valley For Sale. Beautiful property for something seems to deauthorize and secure welcome to. Penthouse apartment will you an otherwise gracious and property for sale houghton land buyer to houghton? Post type must not be visible and spaces off sand beach frontage for properties you in houghton county, insurance advice and more.
    [Show full text]
  • Mapping Eucalyptus Trees in Johannesburg City Using High Resolution Multispectral Image
    Mapping Eucalyptus trees in Johannesburg city using high resolution multispectral image By Shelter Mangwanya (1568286) Supervisor: Dr Solomon Newete Co-supervisors: Dr Elhadi Adam Dr Khaled Abutaleb A research report submitted to the Faculty of Science, University of the Witwatersrand, Johannesburg, in partial fulfilment of the requirements for the degree of Master of Science (Coursework and Research). University of the Witwatersrand School of Animal, Plant and Environmental Sciences, Johannesburg, July 2018 i Declaration I, Shelter Mangwanya, declare that this research report is my own unaided work. It is being submitted for the Degree of Master of Science to the school of Animal, Plant and Environmental Sciences at the University of the Witwatersrand, Johannesburg. I would like to declare that the research work reported in this dissertation has never been submitted in any form for any degree or diploma in any tertiary institution. It, therefore, represents my original work. Where use has been made of the work from other authors or organisations it is duly acknowledged within the text or references chapter. Signature of candidate 26th day of October 2018 ii Abstract Invasive alien plants are considered as a major threat to ecological and socioeconomic systems. Nevertheless, because of the socioeconomic benefits some alien plants provide, their management is often complicated by controversies. Thus, understanding their spatial distribution and abundance facilitates management decision making processes of invasive alien species. Mapping plant species in a heterogeneous environment such as highly urbanized areas is often complicated by high spectral confusion between species. This study investigated the utility of new generation WorldView-2 (WV2) satellite imagery with both high spectral and spatial resolution in mapping eucalyptus in the historical mining area located south of Johannesburg city.
    [Show full text]
  • Cape Restaurants
    Recommended Restaurants – Johannesburg CUBE TASTING KITCHEN Shop 5, Parknorth Heights, 17 4th Avenue, Parktown North / Tel: +27 82 422 8158 http://www.cubekitchen.co.za/ Break free from conventional eating and enjoy 10 courses of something different. The focus is on the food, so the space is open kitchens encouraging interaction with the Chefs as each course is brought to the table and explained. Menus are a combination of the Chef’s talents and each menu is compiled and deliberated over for days before the final result is achieved. Each menu is an evolutionary process where modern and classic cooking styles meet with the focus on fresh, sustainable produce. (Note: The restaurant is not licensed; therefore bring your own bottle of wine). MOYO (Melrose Arch) Shop 5, The High Street / Tel: +27 11 684 1477 http://www.moyo.co.za/moyo-melrose-arch/ In the heart of Johannesburg, the 350-seater, multi-level modern restaurant – clad in copper with pressed pebble walls - embodies Africa’s finest music and urban cuisine offerings. Live stage bands provide soulful vibes and dining options are diverse – from relaxed meals enjoyed on the outdoor square, to romantic dinners in Gigi’s cozy alcoves. 1 five hundred (Saxon Hotel) 36 Saxon Road, Sandhurst / Tel: +27 11 292 6000 http://www.saxon.co.za/five-hundred.html Saxon is accented on six acres of lush, landscaped garden, with a panoramic view over the tree tops of Johannesburg in the serene suburb of Sandhurst. The Saxon’s Executive Chef, brings decades of experience and a global reputation for quality and attention to detail.
    [Show full text]