Essam Natsheh
Adv. Artif. Intell. Mach. Learn., 5 (1):3356-3372
Essam Natsheh : Dhofar
DOI: https://dx.doi.org/10.54364/AAIML.2025.51192
Article History: Received on: 31-Oct-24, Accepted on: 15-Mar-25, Published on: 20-Mar-25
Corresponding Author: Essam Natsheh
Email: dr_natsheh@hotmail.com
Citation: Essam Natsheh (2025). Sustainable UAV and AI-Based Strategies for Managing Invasive Prosopis juliflora in Oman. Adv. Artif. Intell. Mach. Learn., 5 (1 ):3356-3372.
The study focuses on addressing
the ecological challenge posed by the rapid and uncontrolled proliferation of
Prosopis juliflora, an invasive mesquite tree species, in the Dhofar
Governorate of Oman. Currently occupying thousands of hectares of grasslands,
rangelands, water points, and croplands, mesquite poses a significant threat to
local ecosystems by competing intensely for water and nutrients, endangering
the survival of native plant species. Traditional survey and control methods
are impractical due to the vast and diverse landscapes of Dhofar. The study
proposes an innovative approach by integrating Unmanned Aerial Vehicles (UAVs)
with advanced remote sensing sensors, AI algorithms, and GPS technology to
enhance monitoring and management strategies. Specific objectives include
assessing UAV effectiveness in detecting and mapping mesquite spread, analyzing
AI and GPS integration with UAV technology, evaluating the impact on household
livelihoods, and developing comprehensive management strategies. The study aims
to contribute valuable insights to ecological monitoring and management
practices, safeguarding the region's ecological balance.