Remote sensing of invasive floating plant dynamics
Water hyacinth (Pontederia crassipes) is an invasive floating plant that is considered the world’s most damaging aquatic plant. Originally from South America, it was introduced to many countries as an ornamental plant and has now spread to over 50 countries. P. crassipes grows rapidly, doubling in area every 2 weeks, forming dense free-floating mats that block light, deplete oxygen, impede fishing and transportation, and harm native biodiversity. P. crassipes is known to favour tropical climates and eutrophic conditions, however, our understanding of the drivers of floating plant invasions is still limited. Due to their free-floating nature and fast growth rates, the plants’ spatial distribution across large waterbodies can change rapidly. Frequently updated distribution maps are vital to understand plant dynamics but traditional monitoring using boat surveys is time consuming and expensive. This project will utilise and improve on recently developed methods to generate frequent (monthly or better) floating plant maps globally using satellite imagery. Using Google Earth Engine and global datasets this PhD will quantify temporal dynamics of floating plants and determine how climate and other anthropogenic pressures are driving these changes. The research will be conducted in collaboration with stakeholders in Kenya and the USA, with opportunities for fieldwork for ground truthing. The results will provide vital information to inform the management of these invasive species.
Depending on the student’s background and prior experience, training will be available in satellite remote sensing, Google Earth Engine, computer programming in R, Python and Java Script, field methods and statistical analysis. Training will be delivered through one-to-one instruction from the supervisors, with the option to take MSc modules (e.g. in Earth Observation and Remote Sensing for Sustainability, Geographical Information Science, Environmental Data Analysis) and other skills training available through the King’s Graduate School. The student will also learn from other staff and students in the Department of Geography including through seminars and events organised by King’s Earth Observation and Environmental Sensing Hub and the Physical & Environmental Geography Research Group. The supervisors will also work with the student to identify additional external training opportunities as required.
This highly interdisciplinary project will open up a wide range of potential career pathways both within academia and in other sectors. For example: environmental consultancy, environmental policy-making, environmental resource management, land use planning, Non-Governmental Organizations (NGOs) (Ecology/Development/invasive species focused), geospatial analysis, environmental remote sensing, data analyst, international development, infrastructure development, and academic and research careers in Earth Observation science, ecology, conservation science and spatial data science.