Staff Profile
Dr Maria-Valasia Peppa
Lecturer in Geospatial Engineering
- Personal Website: https://linktr.ee/mvpeppa
- Address: School of Engineering
Room G.16
Cassie Building
Newcastle University
Newcastle upon Tyne
NE1 7RU
UK
Background
Land surveying engineer with comprehensive expertise in integrating multimodal and multiscale geospatial data and Earth Observations from various sources (satellite, UAV/drone, terrestrial and airborne laser scanning, GNSS/GPS, Total station, CCTV cameras etc.) as well as applying photogrammetric, remote sensing, and computer vision techniques to real-world problems relating to the natural and built environment. Member of the Newcastle Earth Observations laboratory (NEOLab) within the School's Geospatial Engineering Group. Member of the UKRI GCRF Water Security and Sustainable Development Hub.
More information about my ongoing research can be found here: https://linktr.ee/mvpeppa
Publications
Published papers are available via the Newcastle University ePrints service as well as in ORCID and Scopus.
Highlights
- Collaborative workshop with external attendees from Ethiopia and Colombia, delivering theory and practice on Geospatial data capture and analysis – Towards water quality mapping;
- NERC-awarded Public Engagement project: Empowering Future Environmental Changemakers Through Science (EFECTS);
- Webinar about my research in photogrammetric computer vision given at the Universidad Technologica de Bolivar, Cartagena, Colombia;
- Outreach activities promoting STEM and geospatial engineering for tacking climate change to young learners in the North East of England.
Qualifications
September 2017 - October 2013
Awarded PhD in Geomatics, School of Engineering, Newcastle University, UK, “Morphology-based landslide monitoring system with a UAV”.
Aim: To investigate the potential of a consumer grade UAV system to provide accurate time series of 3D landslide information in the absence of physically established control points. A morphological-based strategy was developed by applying surface morphological attributes in combination with the scale-invariant feature transform (SIFT) algorithm to generate pseudo control information and co-register multi-epoch UAV datasets for landslide monitoring.
Supervisors: Prof J.Mills, Prof P.Moore, Dr P.E.Miller (The James Hutton Institute) and J.E.Chambers (British Geological Survey).
Funding: This research was jointly funded by a Natural Environment Research Council (NERC) BGS BUFI award (S241) and an Engineering and Physical Sciences Research Council (EPSRC) DTA award (EP/L504828/1).
September 2013 - August 2011
MSc in Geodesy and Geoinformatics, Kungliga Tekniska Högskolan (KTH)
School of Build Environment, Stockholm, Sweden.
Thesis: “Precision Analysis of 3D camera”
Aim: To investigate calibration parameters of a Time of Flight camera and assess the output accuracy with benchmark observations. Rubin Prize winner for the best thesis in 2013.
October 2000 - July 2006
BSc/MSc (5-year Diploma) in Rural and Surveying Engineering, National “Metsovio” Technical University of Athens (NTUA), Greece.
Research Interest
To create data-driven solutions applying photogrammetric computer vision and remote sensing techniques with geospatial data acquired from heterogeneous sources to address global challenges such as water security, and help communities improve resilience to effectively respond to disasters (e.g. flooding and landslides).
Postgraduate supervision
Current:
- Ambreen Masud (MRes & PhD, Geospatial Systems CDT) - 2022 ongoing, Integrating remote sensing with citizen science for urban flood risk analysis in Cartagena, Colombia;
- Francisco Salgado Castillo (MRes & PhD, Geospatial Systems CDT) - 2023 ongoing, Assessing vegetation phenology trends through traffic camera data: imputation, analysis, and comparison with satellite-based observations;
- Siyin Li (completed; Data Science MSc Dissertation Project, School of Computing) - 2024, Monitoring of urban drainage systems using street-level image analysis and machine learning;
- Joe Haines (PhD, Flood CDT) - 2024 ongoing, Improved hydrodynamic modelling with UAV-derived topography and bathymetry;
- Abhinav Galodha (Commonwealth occasional PhD student) - 2024 ongoing, Tackling water sanitation and urban challenges, including developing water quality monitoring tools using high-resolution imagery & geospatial technology.
Research projects
September 2024 - March 2020
In collaboration with Prof Jon Mills to the UKRI GCRF Water Security and Sustainable Development Hub (Water Hub) research project. Main activities are the development of photogrammetric computer vision solutions to help solve global water security problems.
PI: Prof Richard Dawson
February 2020 - May 2018
In collaboration with Dr Wen Xiao to the NERC-funded project Flood-PREPARED. The main activities are analysis and utilisation of CCTV and social media imagery for flood extraction and traffic monitoring, including the precise identification of flooded areas as well as detection and tracking of vehicle and pedestrian movements.
PI: Prof Stuart Barr
April 2018 - October 2017
Contribution to the AHRC-funded Cultural Heritage Through Time (CHT2) project; 3D multi-temporal reconstruction of the landscape change of cultural heritage over Hadrian’s Wall study sites; Application of Structure from Motion (SfM) with archival photography and integration with laser scanning datasets.
PI: Prof Gabriele Guidi (Politecnico di Milano), Prof Jon Mills (NU), Prof Diego Gonzales-Augilera (Salamanca University), Prof Beata Hejmanowska (Stanislaw Staszic Scientific Association).
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Articles
- Hirst RW, Giesen MJ, Peppa MV, Jobling K, Jadhav D, Ahammad SZ, Namdeo A, Graham DW. Modeling of Air Quality near Indian Informal Settlements Where Limited Local Monitoring Data Exist. Atmosphere 2024, 15(9), 1072.
- Okolie CJ, Mills JP, Adeleke AK, Smit JL, Peppa MV, Altunel AO, Arungwa ID. Assessment of the global Copernicus, NASADEM, ASTER and AW3D digital elevation models in Central and Southern Africa. Geo-Spatial Information Science 2024, 27(4), 1362-1390.
- Assegide E, Shiferaw H, Tibebe D, Peppa MV, Walsh CL, Alamirew T, Zeleke G. Spatiotemporal Dynamics of Water Quality Indicators in Koka Reservoir, Ethiopia. Remote Sensing 2023, 15(4), 1155.
- Senn JA, Mills J, Walsh CL, Addy S, Peppa M-V. On-site geometric calibration of RPAS mounted sensors for SfM photogrammetric geomorphological surveys. Earth Surface Processes and Landforms 2022, 47(6), 1615-1634.
- Wang S, Peppa MV, Xiao W, Maharjan SB, Joshi SP, Mills JP. A second-order attention network for glacial lake segmentation from remotely sensed imagery. ISPRS Journal of Photogrammetry and Remote Sensing 2022, 189, 289-301.
- Butte G, Solano-Correa YT, Peppa MV, Ruiz-Ordonez DM, Maysels R, Tuqan N, Polaine X, Montoya-Pachongo C, Walsh C, Curtis T. A Framework for Water Security Data Gathering Strategies. Water 2022, 14(18), 2907.
- Peppa MV, Komar T, Xiao W, James P, Robson C, Xing J, Barr S. Towards an End-to-End Framework of CCTV-Based Urban Traffic Volume Detection and Prediction. Sensors 2021, 21(2), 629.
- Kassotakis N, Sarhosis V, Peppa MV, Mills J. Quantifying the effect of geometric uncertainty on the structural behaviour of arches developed from direct measurement and Structure-from-Motion (SfM) photogrammetry. Engineering Structures 2021, 230, 111710.
- Boyd J, Chambers J, Wilkinson P, Peppa M, Watlet A, Kirkham M, Jones L, Swift R, Meldrum P, Uhlemann S, Binley A. A linked geomorphological and geophysical modelling methodology applied to an active landslide. Landslides 2021, 18, 2689–2704.
- Senn JA, Mills JP, Miller PE, Walsh C, Addy S, Loerke E, Peppa MV. On-Site Geometric Calibration of Thermal and Optical Sensors for UAS Photogrammetry. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2020, XLIII-B1-2020, 355–361.
- Senn JA, Mills JP, Miller PE, Walsh C, Addy S, Loerke E, Peppa MV. On-site geometric calibration of thermal and optical sensors for UAS photogrammetry. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2020, XLIII-B1-2020, 355-361.
- Peppa MV, Maharjan SB, Joshi SP, Xiao W, Mills JP. Glacial lake evolution based on remote sensing time series: a case study of Tsho Rolpa in Nepal. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2020, V-3-2020, 633-639.
- Berra EF, Peppa MV. Advances and challenges of UAV SFM MVS photogrammetry and remote sensing: short review. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2020, XLII-3/W12-2020, 267-272.
- Hejmanowska B, Glowienka E, Michalowska K, Mikrut S, Kramarczyk P, Opalinski P, Twardowski M, Guidi G, Barsanti SG, Micoli L, Malik US, Gonzalez-Aguilera D, Sanchez-Aparicio LJ, Rodriguez-Gonzalveza P, Munoz-Nieto AL, Mills J, Peppa M-V. The Comparison of the Web GIS Applications Relevant for 4D Models Sharing. IOP Conference Series: Earth and Environmental Science 2019, 362(1), 012158.
- Peppa MV, Mills JP, Moore P, Miller PE, Chambers JE. Automated co-registration and calibration in SfM photogrammetry for landslide change detection. Earth Surface Processes and Landforms 2019, 44(1), 287-303.
- Fieber KD, Mills JP, Peppa MV, Haynes I, Turner S, Turner A, Douglas M, Bryan PG. Cultural heritage through time: a case study at Hadrian’s Wall, United Kingdom. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 2017, XLII-2/W3, 297-302.
- Peppa MV, Mills JP, Moore P, Miller PE, Chambers JE. Brief communication: Landslide motion from cross correlation of UAV-derived morphological attributes. Natural Hazards and Earth System Sciences 2017, 17(12), 2143-2150.
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Conference Proceedings (inc. Abstracts)
- Mills JP, Peppa MV, Alma'Amari A, Davidson L, Goodyear J, Penna NT. The EuroSDR RPAS Benchmark: Open dataset description and summary of key results. In: 2nd International Workshop on Evaluation and BENCHmarking of Sensors, Systems and GEOspatial Data in Photogrammetry and Remote Sensing (GEOBENCH). 2023, Krakow, Poland: ISPRS.
- Peppa MV, Solano-Correa YT, Mills JP, Haile AT. Rapid Mapping of Waterbody Variations in the Central Rift Valley, Ethiopia, Using the Digital Earth Africa Open Data Cube. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023). 2023, Pasadena, CA, USA: IEEE.
- Barr SL, Johnson S, Ming X, Peppa M, Dong N, Wen Z, Robson C, Smith L, James P, Wilkinson D, Heaps S, Laing Q, Xiao W, Dawson R, Ranjan R. FLOOD-PREPARED: A NOWCASTING SYSTEM for REAL-TIME IMPACT ADAPTION to SURFACE WATER FLOODING in CITIES. In: 5th International Conference on Smart Data and Smart Cities. 2020, Nice, France: Copernicus GmbH.
- Peppa MV, Hall J, Goodyear J, Mills JP. Photogrammetric assessment and comparison of DJI Phantom 4 Pro and Phantom 4 RTK small unmanned aircraft systems. In: ISPRS Geospatial Week 2019. 2019, Enschede, The Netherlands: International Society for Photogrammetry and Remote Sensing.
- Peppa MV, Bell D, Komar T, Xiao W. Urban traffic flow analysis based on deep learning car detection from cctv image series. In: SPRS TC IV Mid-term Symposium “3D Spatial Information Science – The Engine of Change”. 2018, Delft, The Netherlands: ISPRS.
- Peppa MV, Mills JP, Fieber KD, Haynes I, Turner S, Turner A, Douglas M, Bryan PG. Archaeological feature detection from archive aerial photography with a SfM-MVS and image enhancement pipeline. In: International Archives of Photogrammetry, Remote Sensing and Spatial Information. 2018, Riva del Garda, Italy: International Society for Photogrammetry and Remote Sensing.
- Peppa MV, Mills JP, Moore P, Miller PE, Chambers JE. Accuracy assessment of a UAV-based landslide monitoring system. In: International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. 2016, Prague, Czech Republic: Copernicus Gesellschaft MBH.