معرفی
Dr. Daniel Simms is a Senior Lecturer in Remote Sensing at Cranfield University's Environment Centre, specializing in applied remote sensing and GIS for land and agricultural information. With over two decades of experience, his career spans from GIS technician roles to leading significant international projects focused on environmental monitoring and agricultural applications.
His educational background includes a degree from the University of Plymouth (2000), followed by an MSc in Geographical Information Management at Cranfield University. Dr. Simms has held various professional positions including Spatial Data Manager for Kent County Council and has been with Cranfield University since 2004.
- University: Cranfield University
- Department: Cranfield Environment Centre
- Academic Rank: Senior Lecturer
- Professional Recognition: Fellow of the Higher Education Academy (FHEA)
Dr. Simms' research focuses on the integration of satellite and aerial imagery with ancillary spatial datasets for crop detection and cultivation estimation from field to regional scale. His work emphasizes developing methodologies for deriving accurate and timely information from remotely sensed data with minimal ground-based sampling requirements. Key research areas include Digital Agriculture, Monitoring and Environmental Informatics, and Natural Capital assessment.
His publication record shows a clear progression from traditional remote sensing applications toward more advanced machine learning and deep learning techniques, particularly evident in his recent work (2022-2024) which heavily features convolutional neural networks, semantic segmentation, and hyperspectral analysis for agricultural monitoring and environmental assessment.
- Fellow of the Higher Education Academy (FHEA)
Dr. Simms has extensive experience delivering training in remote sensing and GIS techniques, including to Afghan nationals under UN-sponsored capacity building projects and for the UK component of the 2013 EU LUCAS survey. His research has been supported by diverse clients including the UK Government, United Nations Office on Drugs and Crime, EPSRC, EU Framework Programme 7, and Energy Technologies Institute.
His current research projects include Enhancing Potato Dormancy, RestREco (Restoring resilient ecosystems), OMENZ (Optimising Miscanthus Establishment), and opium cultivation monitoring in Afghanistan using Earth observation data.
