Our People

David Moffat

AI and Machine Learning Data Scientist

EO Instrumentation and Facilities

Research interests

I am an applied Artificial Intelligence and Machine Learning researcher who focuses on the application of techniques to Earth Observation data to formulate a better understanding of the natural world. I work across environmental domains to interpret and analyse data.

Recent publications

Ripple patterns on Martian barchan dunes in the north: indicators of the flow regime.. 2025-01-20

DOI: https://doi.org/10.5194/egusphere-egu24-667

Deciphering the variability in air-sea gas transfer due to sea state and wind history. 2024-09-02

DOI: https://doi.org/10.1093/pnasnexus/pgae389

Drone imagery and deep learning for mapping the density of wild Pacific oysters to manage their expansion into protected areas. 2024-07-08

DOI: https://doi.org/10.1016/j.ecoinf.2024.102708 ISSN: https://portal.issn.org/resource/ISSN/1574-9541

From digital assistant to digital collaborator. 2024-02-15

DOI: https://doi.org/10.4324/9781003118817-20 ISBN: https://www.worldcat.org/isbn/9781003118817

TLS2trees: A scalable tree segmentation pipeline for TLS data. 2023-10-21

DOI: https://doi.org/10.1111/2041-210x.14233 ISSN: https://portal.issn.org/resource/ISSN/2041-210X ISSN: https://portal.issn.org/resource/ISSN/2041-210X

Determining drivers of phytoplankton carbon to chlorophyll ratio at Atlantic Basin scale. 2023-07-11

DOI: https://doi.org/10.3389/fmars.2023.1191216 ISSN: https://portal.issn.org/resource/ISSN/2296-7745

Analysis of Dune Ripple Patterns on the Surface of Earth and Mars to determine Local Sand Transport Conditions: A Machine Learning application.. 2023-05-15

DOI: https://doi.org/10.5194/egusphere-egu23-392

TLS2trees: a scalable tree segmentation pipeline for TLS data. 2022-12-11

DOI: https://doi.org/10.1101/2022.12.07.518693

Word Embeddings for Automatic Equalization in Audio Mixing. 2022-11-02

DOI: https://doi.org/10.17743/jaes.2022.0047 ISSN: https://portal.issn.org/resource/ISSN/1549-4950

Semantic Music Production: A Meta-Study. 2022-07-25

DOI: https://doi.org/10.17743/jaes.2022.0023 ISSN: https://portal.issn.org/resource/ISSN/1549-4950

You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event Detection. 2022-03

DOI: https://doi.org/10.3390/app12073293

AI Music Mixing Systems. 2021-07-03

DOI: https://doi.org/10.1007/978-3-030-72116-9_13

Investigating the Effects of Training Set Synthesis for Audio Segmentation of Radio Broadcast. 2021-03-31