In the small village of Ga-Mabotia about 25 km outside of Polokwane,
Dr Katlego Mashiane grew up, surrounded by rocky mountains characterised by boulder outcrops, where he interacted with nature from an early age.
He recently obtained his PhD, majoring in
Geography, from the University of the Free State (UFS), which was conferred on him during the April graduation ceremonies that took place on the UFS Qwaqwa Campus. The title of his dissertation is Grass nutrients
estimation as an Indicator of rangeland quality using satellite remote.
Predicting the presence of biodiversity and nutrients in an area
Based on the principle that diverse grasslands tend to perform better, environmental changes threaten the resilience and services these grassland ecosystems provide. The study examined how many different types of plants and animals can be found at a particular
place to enhance our understanding of the ecosystem’s value to humans, and that biodiversity loss will reduce these ecosystem services. Focusing on spatial modelling of grassland diversity, Dr Mashiane specifically investigated the influence
of topography and remotely sensed satellite data on species richness and diversity in subalpine environments, and how they are affected by the availability of grass species. To determine this, he used a random forest machine-learning algorithm to
find the best information in the data that could be used to estimate the levels of species richness, diversity, and nitrogen in a protected national conservation park.
His study discovered that some data types – such as the near-infrared variable and certain vegetation data (EVI and SAVI) – were especially useful for determining the number and variety of species in a certain area. With this information,
scientists can create models that predict the presence of different types of biodiversity and nutrients in an area.
Playing a key role in protecting our natural assets
Equipped with this knowledge, one will be able to understand how to protect and preserve different types of biodiversity and promote the nutritional value of both plants and animals in the environment. “Land managers could use this information for
conservation strategies,” states Dr Mashiane, who decided to pursue this study because he was curious about how environmental changes will affect species.
“Grasslands provide important ecosystem services underpinning human well-being, and therefore warrant our protection; I would like to play a role in protecting our natural assets and contribute to understanding our biomes, especially in the context
of global change,” he says.
In the next five years, Dr Mashiane plans to pursue further research and mentor other students in his field of study.