By Associate Professor Kristen Dena Marie Splinter

Book Chapters

Beuzen T; Splinter K, 2020, 'Machine learning and coastal processes', in Sandy Beach Morphodynamics, pp. 689 - 710, http://dx.doi.org/10.1016/B978-0-08-102927-5.00028-X

Beuzen T; Splinter K, 2020, '28 Machine learning and coastal processes', in Sandy Beach Morphodynamics, Elsevier, pp. 689 - 710, http://dx.doi.org/10.1016/b978-0-08-102927-5.00028-x

Beuzen T; Splinter K, 2020, 'Machine learning and coastal processes', in Jackson D; Short A (ed.), Sandy Beach Morphodynamics, Elsevier, pp. 689 - 710, http://dx.doi.org/10.1016/C2018-0-02420-2

Journal articles

Repina O; Carvalho RC; Coco G; Antolínez JAÁ; de Santiago I; Harley MD; Jaramillo C; Splinter KD; Vitousek S; Woodroffe CD, 2025, 'Evaluating five shoreline change models against 40 years of field survey data at an embayed sandy beach', Coastal Engineering, 199, http://dx.doi.org/10.1016/j.coastaleng.2025.104738

Calcraft K; Splinter K; Marshall L; Simmons J, 2025, 'A MIXTURE OF EXPERTS APPROACH COMBINING PHYSICS INFORMED AND MACHINE LEARNING SHORELINE MODELS', Coastal Engineering Proceedings, pp. 44 - 44, http://dx.doi.org/10.9753/icce.v38.management.44

Mao Y; Splinter KD, 2025, 'CAN WE RELIABLY EXTRACT SHORELINES FROM CLOUD-CONTAMINATED SATELLITE IMAGES: THE APPLICATION OF SAR-OPTICAL FUSION METHOD', Coastal Engineering Proceedings, pp. 30 - 30, http://dx.doi.org/10.9753/icce.v38.management.30

Simmons JA; Splinter KD; Vervoort RW, 2025, 'HIERARCHICAL BAYESIAN SPATIO-TEMPORAL MODELLING FOR CONCEPTUAL PROCESS UNDERSTANDING', Coastal Engineering Proceedings, pp. 152 - 152, http://dx.doi.org/10.9753/icce.v38.management.152

Pena EG-DL; Coco G; Splinter K; Vitousek S; Buscombe D; Whittaker C, 2025, 'PREDICTING SHORELINE CHANGE WITH DEEP LEARNING: CASE STUDIES FROM THE EAST AND WEST COASTS OF THE U.S.', Coastal Engineering Proceedings, pp. 42 - 42, http://dx.doi.org/10.9753/icce.v38.management.42

Azorakos G; Castelle B; Marieu V; Idier D; Splinter KD, 2025, 'UNCORRECTED SATELLITE DERIVED SHORELINE ASSIMILATION IN EQUILIBRIUM SHORELINE MODEL', Coastal Engineering Proceedings, pp. 151 - 151, http://dx.doi.org/10.9753/icce.v38.management.151

Simmons JA; Splinter KD, 2025, 'Data-driven shoreline modelling at timescales of days to years', Coastal Engineering, 197, http://dx.doi.org/10.1016/j.coastaleng.2024.104685

Mao Y; Splinter KD, 2025, 'Application of SAR-Optical fusion to extract shoreline position from Cloud-Contaminated satellite images', ISPRS Journal of Photogrammetry and Remote Sensing, 220, pp. 563 - 579, http://dx.doi.org/10.1016/j.isprsjprs.2025.01.013

Calcraft K; Splinter KD; Simmons JA; Marshall LA, 2025, 'Do LSTM memory states reflect the relationships in reduced-complexity sandy shoreline models', Environmental Modelling and Software, 183, http://dx.doi.org/10.1016/j.envsoft.2024.106236

Warrick JA; Buscombe D; Vos K; Bryan KR; Castelle B; Cooper JAG; Harley MD; Jackson DWT; Ludka BC; Masselink G; Palmsten ML; Ruiz de Alegria-Arzaburu A; Sénéchal N; Sherwood CR; Short AD; Sogut E; Splinter KD; Stephenson WJ; Syvitski J; Young AP, 2024, 'Coastal shoreline change assessments at global scales', Nature Communications, 15, http://dx.doi.org/10.1038/s41467-024-46608-x

Luetzenburg G; Kroon A; Kjeldsen KK; Splinter KD; Bjørk AA, 2024, 'High-resolution topographic surveying and change detection with the iPhone LiDAR', Nature Protocols, 19, pp. 3520 - 3541, http://dx.doi.org/10.1038/s41596-024-01024-9

Vitousek S; Vos K; Splinter KD; Parker K; O’Neill A; Foxgrover AC; Hayden MK; Thomas JA; Erikson L; Barnard PL, 2024, 'Scalable, data-assimilated models predict large-scale shoreline response to waves and sea-level rise', Scientific Reports, 14, http://dx.doi.org/10.1038/s41598-024-77030-4

Conti S; Splinter KD; Booth E; Djadjiguna D; Turner IL, 2024, 'Observations on the role of internal sand moisture dynamics in wave-driven dune face erosion', Geomorphology, 462, http://dx.doi.org/10.1016/j.geomorph.2024.109331

Turner IL; Leaman CK; Harley MD; Thran MC; David DR; Splinter KD; Matheen N; Hansen JE; Cuttler MVW; Greenslade DJM; Zieger S; Lowe RJ, 2024, 'A framework for national-scale coastal storm hazards early warning', Coastal Engineering, 192, http://dx.doi.org/10.1016/j.coastaleng.2024.104571

Vos K; Splinter KD; Palomar-Vázquez J; Pardo-Pascual JE; Almonacid-Caballer J; Cabezas-Rabadán C; Kras EC; Luijendijk AP; Calkoen F; Almeida LP; Pais D; Klein AHF; Mao Y; Harris D; Castelle B; Buscombe D; Vitousek S, 2023, 'Benchmarking satellite-derived shoreline mapping algorithms', Communications Earth and Environment, 4, http://dx.doi.org/10.1038/s43247-023-01001-2

Splinter KD; Vos K; Gois J; Luker M; Drummond C, 2023, 'CAN APPLE LIDAR CAMERAS BE RELIABLY USED FOR COASTAL MONITORING?', Proceedings of the Coastal Engineering Conference

Martins K; Bonneton P; de Viron O; Turner I; Harley M; Splinter K, 2023, 'NON-LINEAR DISPERSION EFFECTS IN NEARSHORE WAVES: PERSPECTIVES FOR DEPTH-INVERSION APPLICATIONS', Proceedings of the Coastal Engineering Conference

Conti S; Splinter KD; Booth E; Djaidiguna D; Turner IL, 2023, 'OBSERVATIONS FROM A CONTROLLED DUNE EROSION EXPERIMENT UNDER VARIABLE WATER LEVELS, WAVES, AND INTERNAL DUNE MOISTURE CONTENT', Proceedings of the Coastal Engineering Conference

Vos K; Deng W; Harley MD; Turner IL; Splinter KD, 2023, 'SPATIAL VARIABILITY IN BEACH-FACE SLOPES FROM SATELLITE REMOTE SENSING', Proceedings of the Coastal Engineering Conference

Ibaceta R; Harley MD; Turner IL; Splinter KD, 2023, 'Interannual variability in dominant shoreline behaviour at an embayed beach', Geomorphology, 433, http://dx.doi.org/10.1016/j.geomorph.2023.108706

Spencer T; Adams J; Le Tissier M; Murray AB; Splinter K, 2023, 'Coastal futures: New framings, many questions, some ways forward', Cambridge Prisms Coastal Futures, 1, http://dx.doi.org/10.1017/cft.2023.22

Vitousek S; Vos K; Splinter KD; Erikson L; Barnard PL, 2023, 'A Model Integrating Satellite-Derived Shoreline Observations for Predicting Fine-Scale Shoreline Response to Waves and Sea-Level Rise Across Large Coastal Regions', Journal of Geophysical Research Earth Surface, 128, http://dx.doi.org/10.1029/2022JF006936

Vos K; Harley MD; Turner IL; Splinter KD, 2023, 'Pacific shoreline erosion and accretion patterns controlled by El Niño/Southern Oscillation', Nature Geoscience, 16, pp. 140 - 146, http://dx.doi.org/10.1038/s41561-022-01117-8

Martins K; Bonneton P; de Viron O; Turner IL; Harley MD; Splinter K, 2023, 'New Perspectives for Nonlinear Depth-Inversion of the Nearshore Using Boussinesq Theory', Geophysical Research Letters, 50, http://dx.doi.org/10.1029/2022GL100498

Schlegel R; Bartsch I; Bischof K; Bjørst LR; Dannevig H; Diehl N; Duarte P; Hovelsrud GK; Juul-Pedersen T; Lebrun A; Merillet L; Miller C; Ren C; Sejr M; Søreide JE; Vonnahme TR; Gattuso J-P, 2023, 'Drivers of change in Arctic fjord socio-ecological systems: Examples from the European Arctic', Cambridge Prisms: Coastal Futures, 1, http://dx.doi.org/10.1017/cft.2023.1

Spencer T; Adams J; Le Tissier M; Murray B; Splinter K, 2023, 'Introducing Cambridge Prisms: Coastal Futures', Cambridge Prisms: Coastal Futures, 1, http://dx.doi.org/10.1017/cft.2022.12

Ibaceta R; Splinter KD; Harley MD; Turner IL, 2022, 'Improving multi-decadal coastal shoreline change predictions by including model parameter non-stationarity', Frontiers in Marine Science, 9, http://dx.doi.org/10.3389/fmars.2022.1012041

Doherty Y; Harley MD; Vos K; Splinter KD, 2022, 'A Python toolkit to monitor sandy shoreline change using high-resolution PlanetScope cubesats', Environmental Modelling and Software, 157, http://dx.doi.org/10.1016/j.envsoft.2022.105512

Freeman EL; Splinter KD; Cox RJ; Flocard F, 2022, 'Dynamic Motions of Piled Floating Pontoons Due to Boat Wake and Their Impact on Postural Stability and Safety', Journal of Marine Science and Engineering, 10, http://dx.doi.org/10.3390/jmse10111633

Vila-Concejo A; Splinter KD; Harley MD; Lowe R; Fellowes TE; McCarroll RJ; Coco G, 2022, 'Creating communities and communicating science during COVID-19: From Coast2Coast to Coast2Cast', Continental Shelf Research, 245, http://dx.doi.org/10.1016/j.csr.2022.104794

Turner IL; Harley MD; Hanslow DJ; Kinsela MA; Splinter KD, 2022, '‘Coastal Management Guide - Managing Coastal Erosion’: A STEM education resource for secondary school teachers', Continental Shelf Research, 244, http://dx.doi.org/10.1016/j.csr.2022.104783

Simmons JA; Splinter KD, 2022, 'A multi-model ensemble approach to coastal storm erosion prediction', Environmental Modelling and Software, 150, http://dx.doi.org/10.1016/j.envsoft.2022.105356

Vos K; Deng W; Harley MD; Turner IL; Splinter KDM, 2022, 'Beach-face slope dataset for Australia', Earth System Science Data, 14, pp. 1345 - 1357, http://dx.doi.org/10.5194/essd-14-1345-2022

Chataigner T; Yates ML; Le Dantec N; Harley MD; Splinter KD; Goutal N, 2022, 'Sensitivity of a one-line longshore shoreline change model to the mean wave direction', Coastal Engineering, 172, http://dx.doi.org/10.1016/j.coastaleng.2021.104025

Splinter KD; Coco G, 2021, 'Challenges and Opportunities in Coastal Shoreline Prediction', Frontiers in Marine Science, 8, http://dx.doi.org/10.3389/fmars.2021.788657

Leaman CK; Harley MD; Splinter KD; Thran MC; Kinsela MA; Turner IL, 2021, 'A storm hazard matrix combining coastal flooding and beach erosion', Coastal Engineering, 170, http://dx.doi.org/10.1016/j.coastaleng.2021.104001

Matheen N; Harley MD; Turner IL; Splinter KD; Simmons JA; Thran MC, 2021, 'Bathymetric data requirements for operational coastal erosion forecasting using xbeach', Journal of Marine Science and Engineering, 9, http://dx.doi.org/10.3390/jmse9101053

Li R; Splinter KD; Felder S, 2021, 'LIDAR scanning as an advanced technology in physical hydraulic modelling: The stilling basin example', Remote Sensing, 13, http://dx.doi.org/10.3390/rs13183599

Li R; Splinter KD; Felder S, 2021, 'Aligning free surface properties in time-varying hydraulic jumps', Experimental Thermal and Fluid Science, 126, http://dx.doi.org/10.1016/j.expthermflusci.2021.110392

Schepper R; Almar R; Bergsma E; de Vries S; Reniers A; Davidson M; Splinter K, 2021, 'Modelling cross‐shore shoreline change on multiple timescales and their interactions', Journal of Marine Science and Engineering, 9, http://dx.doi.org/10.3390/jmse9060582

Matheen N; Harley MD; Turner IL; Splinter KD; Simmons JA; Thran M, 2020, 'Do we need pre-storm surveyed bathymetry for operational erosion forecasting? Evaluation of representative and synthetic bathymetry alternatives', Proceedings of the Coastal Engineering Conference, 36

Ellenson A; Simmons J; Wilson G; Splinter KD; Hesser T, 2020, 'Machine learning classification of beach state from argus imagery', Proceedings of the Coastal Engineering Conference, 36

Ellenson AN; Simmons JA; Wilson GW; Hesser TJ; Splinter KD, 2020, 'Beach state recognition using argus imagery and convolutional neural networks', Remote Sensing, 12, pp. 1 - 20, http://dx.doi.org/10.3390/rs12233953

Montaño J; Coco G; Antolínez JAA; Beuzen T; Bryan KR; Cagigal L; Castelle B; Davidson MA; Goldstein EB; Ibaceta R; Idier D; Ludka BC; Masoud-Ansari S; Méndez FJ; Murray AB; Plant NG; Ratliff KM; Robinet A; Rueda A; Sénéchal N; Simmons JA; Splinter KD; Stephens S; Townend I; Vitousek S; Vos K, 2020, 'Blind testing of shoreline evolution models', Scientific Reports, 10, http://dx.doi.org/10.1038/s41598-020-59018-y

Ibaceta R; Splinter KD; Harley MD; Turner IL; Ibaceta Vega R, 2020, 'Enhanced Coastal Shoreline Modeling Using an Ensemble Kalman Filter to Include Nonstationarity in Future Wave Climates', Geophysical Research Letters, 47, http://dx.doi.org/10.1029/2020GL090724

Ibaceta R; Splinter KD; Harley M; Turner I, 2020, 'Enhanced coastal shoreline modelling using an Ensemble Kalman Filter to include non-stationarity in future wave climates', , http://dx.doi.org/10.1002/essoar.10503626.2

Vos K; Harley MD; Splinter KD; Walker A; Turner IL, 2020, 'Beach Slopes From Satellite-Derived Shorelines', Geophysical Research Letters, 47, http://dx.doi.org/10.1029/2020GL088365

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