Mandla Dlamini

Dr. Mandla Dlamini

University of the Witwatersrand, Johannesburg, South Africa
+1
orcid

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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2 January 2021 in Transactions of the Royal Society of South Africa
Verified
Journal Article
Closed access
Mandla DlaminiMandla Dlamini
Mandla Dlamini
Elhadi AdamElhadi Adam
Elhadi Adam
George Johannes ChirimaGeorge Johannes Chirima
George Johannes Chirima
HHHamisai Hamandawana
Hamisai Hamandawana
The goal of this study was to understand land use and land cover (LULC) changes within the lower uMfolozi floodplain system, South Africa, and relate those changes to wetland loss. Changes in LULC were assessed using a geographic object-based image analysis (GEOBIA) algorithm to classify multi-date Landsat images into eight cover types over a period of 20 years, between 1997 and 2017. Post-classification accuracy assessment of all map-outputs was conducted by compiling confusion matrixes and calculating producer, user, and global accuracies and kappa coefficients (K) for each map-output. Levels of accuracy for all map-outputs were within acceptable limits, ranging between 79% and 88% (K = 0.76 and 0.86, respectively). Thereafter, paired t-tests were applied to determine whether the changes in LULC over the study period were significant. Results of this investigation showed a significant (p-value, < 0.01) conversion of wetland to cultivation, by 14%. This finding is important because it demonstrates that in this environment, human agency is one of the major drivers of a persistent decrease in the wetland ecosystem. The major insight from this observation is that there is an urgent need to formulate and implement objectively informed interventions to enhance the sustainability of the uMfolozi floodplain system and that of others elsewhere.

Mandla DlaminiMandla Dlamini
Mandla Dlamini
George Johannes ChirimaGeorge Johannes Chirima
George Johannes Chirima
NJNebo Jovanovic
Nebo Jovanovic
Elhadi AdamElhadi Adam
Elhadi Adam
This study investigated the impacts of cultivation on water and soil quality in the lower uMfolozi floodplain system in KwaZulu-Natal province, South Africa. We did this by assessing seasonal variations in purposefully selected water and soil properties in these two land-use systems. The observed values were statistically analysed by performing Student’s paired t-tests to determine seasonal trends in these variables. Results revealed significant seasonal differences in chloride and sodium concentrations and electrical conductivity (EC) and the sodium adsorption ratio (SAR) with cultivated sites exhibiting higher values. Most of the analyzed chemical parameters were within acceptable limits specified by the South African agricultural-water-quality (SAWQ) water quality guidelines for irrigation except for sodium adsorption ratio (SAR), chloride, sodium and EC. EC, pH and nitrate content which were higher than the specified SAWQ limits in cultivated sites. Quantities of glyphosate, ametryn and imidacloprid could not be measured because they were below detectable limits. The study concludes that most water quality parameters met SAWQ’s standards. These results argue for concerted efforts to systematically monitor water and soil quality characteristics in this environment to enhance sustainability by providing timely information for management purposes.

22 October 2021 in Remote Sensing
Verified
Journal Article
Open access
PDF file
Mandla DlaminiMandla Dlamini
Mandla Dlamini
George Johannes ChirimaGeorge Johannes Chirima
George Johannes Chirima
MSMbulisi Sibanda
Mbulisi Sibanda
Elhadi AdamElhadi Adam
Elhadi Adam
TDTimothy Dube
Timothy Dube
In arid environments of the world, particularly in sub-Saharan Africa and Asia, floodplain wetlands are a valuable agricultural resource. However, the water reticulation role by wetlands and crop production can negatively impact wetland plants. Knowledge on the foliar biochemical elements of wetland plants enhances understanding of the impacts of agricultural practices in wetlands. This study thus used Sentinel-2 multispectral data to predict seasonal variations in the concentrations of nine foliar biochemical elements in plant leaves of key floodplain wetland vegetation types and crops in the uMfolozi floodplain system (UFS). Nutrient concentrations in different floodplain plant species were estimated using Sentinel-2 multispectral data derived vegetation indices in concert with the random forest regression. The results showed a mean R2 of 0.87 and 0.86 for the dry winter and wet summer seasons, respectively. However, copper, sulphur, and magnesium were poorly correlated (R2 ≤ 0.5) with vegetation indices during the summer season. The average % relative root mean square errors (RMSE’s) for seasonal nutrient estimation accuracies for crops and wetland vegetation were 15.2 % and 26.8%, respectively. There was a significant difference in nutrient concentrations between the two plant types, (R2 = 0.94 (crops), R2 = 0.84 (vegetation). The red-edge position 1 (REP1) and the normalised difference vegetation index (NDVI) were the best nutrient predictors. These results demonstrate the usefulness of Sentinel-2 imagery and random forests regression in predicting seasonal, nutrient concentrations as well as the accumulation of chemicals in wetland vegetation and crops.

4 February 2026 in Wetlands Ecology and Management
Verified
Journal Article
Open access
PDF file
PMP. J. Mokgala
P. J. Mokgala
TKT. P. Kanosvamhira
T. P. Kanosvamhira
VCVimbayi Chimonyo
Vimbayi Chimonyo
Mandla DlaminiMandla Dlamini
Mandla Dlamini
Tafadzwanashe MabhaudhiTafadzwanashe Mabhaudhi
Tafadzwanashe Mabhaudhi
MSMbulisi Sibanda
Mbulisi Sibanda
Despite the crucial role of floodplain wetlands in sustainable development, existing research reveals a significant gap in community awareness and engagement with relevant policies. This study seeks to elucidate the community’s understanding of wetland management policies and their perceived effectiveness in shaping agricultural practices and socio-economic development. Employing a mixed-methods approach, data were collected through structured surveys with residents of the floodplain and interviews with key stakeholders. The key findings reveal a marked deficiency in community awareness regarding existing floodplain wetland management regulations, accompanied by widespread scepticism about their effectiveness. This lack of awareness is further exacerbated by perceptions of ineffective community participation in policy decision-making, highlighting a substantial disconnect between the intentions of these policies and the lived experiences of local residents. These insights suggest that, without meaningful engagement and transparent dissemination of information, the potential for effective floodplain management remains severely compromised, thereby jeopardising both environmental sustainability and socio-economic development within the region. The results underscore the urgent need for improved communication strategies and inclusive engagement processes to empower local communities in floodplain management. By addressing these identified gaps, policymakers can foster enhanced community participation, increase the efficacy of environmental regulations, and ultimately support sustainable socio-economic development. This study contributes to the broader discourse on urban governance and environmental management in the Global South, advocating for a paradigm shift towards participatory approaches in policy formulation and implementation.