UAV REMOTE SENSING APPLICATIONS IN BEACH-CLIFF SYSTEM MONITORING OF MORPHODYNAMIC PROCESSES

Abstract

This study aims to evaluate the morphodynamic changes in a beach-cliff system in northeastern Brazil using high resolution data collected by UAV-SfM techniques to understand the geomorphic changes of the coastal landscape. The study used the Geomorphic Change Detection (GCD) method applied to short-term monitoring. This method uses Digital Elevation Models (DEMs) to determine the morphological changes in terms of both erosion and deposition through DEMs of Difference (DoDs). The difference gridded models are acquired by drone-based remote sensing, which can accurately and efficiently provide ultra-high resolution imagery and digital surface model data to measure volumetric changes. The geomorphic changes are observed on high resolution maps. The multi-temporal analysis revealed significant volumes of erosion and deposition throughout the beach-cliff system over the study period. In the first interval (May/2021 - November/2021), the cliff recorded -8,715 m³ of erosion and 2,816 m³ of deposition, with the beach sector showing erosion in 86% of its area. In the second period (November/2021 - March/2022), more severe erosion rates were observed on the cliff, reaching -10,853 m³ with 51% of its area eroded, while the beach showed the opposite behavior to that previously analyzed, with 73% of the beach experiencing an accumulation of sand and a positive balance of 5,960 m³. The results of this study can be fruitful in identifying the different of geomorphology hazards, coastal impacts of cliff urbanization and in the use of remotely piloted aircraft in coastal monitoring. Furthermore, the results indicate that the management of the beach-cliff system must be integrated and never dissociated, as is generally done by coastal managers.

Keywords: Geomorphometry; DEMs; Drone-Based Remote Sensing; Mass Movement; Elevation and Volumetric.

Author Biographies

Melvin Leisner, State University of Ceará, Fortaleza (CE), Brazil

PhD student in Geography at the State University of Ceará. He is a research member of the Coastal and Oceanic Systems Research Group, linked to the Laboratory of Coastal and Oceanic Geology and Geomorphology. He has experience in the area of ​​Geography, with an emphasis on Physical Geography and Coastal Geomorphology. He currently develops activities related to precision topography, aerial photogrammetry, remote sensing, cliff dynamics, cliff morphoevolution, as well as coastal hazards and risks. The research focus is on these themes, exploring the complexities of coastal and marine areas.

Davis Pereira de Paula, State University of Ceará, Fortaleza (CE), Brazil

Post-Doctorate in Geography from the Postgraduate Program in Geography at the Federal University of Ceará. He holds a PhD in Marine, Earth and Environmental Sciences, Marine Sciences Branch, specializing in Coastal Management from the University of Algarve, Portugal, in 2012. He has a master's degree from the Postgraduate Program in Geography at UECE, with an area of ​​concentration in Geoenvironmental Analysis and Spatial Planning in Semi-Arid and Coastal Regions, in 2006. He holds a bachelor's degree (2003) and a degree (2004) in Geography from the State University of Ceará - UECE. He is currently an adjunct professor at the State University of Ceará, holding the position of Vice-Coordinator of the Postgraduate Program in Geography at UECE. He is an associate professor at the Laboratory of Coastal and Oceanic Geology and Geomorphology and a member of the Coastal and Oceanic Systems Research Group of CNPq. At the same institution, he was also coordinator of the Geography/CCT courses, between 2017 and 2019. He was a professor of the Civil Engineering course at the Vale do Acaraú State University-UVA, between 2013 and 2016. He was a permanent professor of the faculty of the Academic Master's Degree in Geography - MAG at UVA, between 2014-2019. He was also the Brazilian coordinator of the Braspor Network, between 2015 and 2017, an informal network of scientists from Brazil and Portugal who are dedicated to studying coastal environments and their synergies. He works as a researcher in the area of ​​Coastal Geography with an emphasis on Coastal Management and Impacts, working mainly on the following themes: Environmental History, Human-Environment Interaction, Sea Swells, Management of Coastal Environments and Socio-Environmental Impacts on Coastal Communities.

Yan Gurgel Vasconcelos, State University of Ceará, Fortaleza (CE), Brazil

Master in Geography from the Postgraduate Program in Geography - ProPGeo/UECE, where he is currently pursuing a PhD. He is a research member of the Coastal and Oceanic Systems Research Group (SCO) and the Ressacas do Mar Research Group (RESMAR), linked to the Laboratory of Coastal and Oceanic Geology and Geomorphology (LGCO). He has experience in the area of ​​Geosciences, with an emphasis on Physical Geography and Coastal Geomorphology. He is currently developing research related to precision topography, aerial photogrammetry, remote sensing, coastal impacts, high-energy events, and coastal protection and recovery structures.

Antonio Rodrigues Ximenes Neto, State University of Ceará, Fortaleza (CE), Brazil

PhD in Geography from the State University of Ceará. Member of the Laboratories of Geomorphology and Applied Sedimentology (CERES/DGC) and Marine Geosciences (LABOGEO/UFES). Post-doctorate in the Graduate Program in Environmental Oceanography at the Federal University of Espírito Santo - UFES. He is currently an Adjunct Professor in the Department of Geography at CERES/UFRN and in the Graduate Program in Geography at GEOCERES/UFRN. He has experience in the area of ​​Geosciences, working mainly on the following topics: Coastal and Oceanic Sedimentology and Geomorphology, Submerged Landscapes.

Frederico de Holanda Bastos, State University of Ceará, Fortaleza (CE), Brazil

Postdoctorate in Physical Geography (Federal University of Ceará/UFC-2016), PhD in Geography (UFC-2012) and Master in Development and Environment (UFC-2005). Completed Specialization in Geoprocessing Applied to Environmental Analysis and Water Resources (State University of Ceará/UECE-2005), Bachelor's Degree in Geography (UECE-2002) and Bachelor's Degree in Geography (UECE-2000). He is currently an Adjunct Professor of Undergraduate Geography Courses at UECE, Permanent Professor of the Graduate Program in Geography (ProPGeo/UECE) and CNPq Productivity Scholarship Holder. He has experience in the area of ​​Geosciences, working mainly in the following areas: Geomorphology, Environmental Geography and Geoprocessing Applied to Environmental Studies.

Miguel da Guia Albuquerque, Federal Institute of Rio Grande do Sul, Rio Grande (RS), Brazil

PhD in Geosciences from the Federal University of Rio Grande do Sul (2013). He is currently a permanent professor - Postgraduate Program in Geography (PPGGeo), and a professor at the Federal Institute of Education, Science and Technology of Rio Grande do Sul, on the Rio Grande Campus. He has experience in the area of ​​Geosciences, with an emphasis on Coastal Geomorphology, working mainly on the following topics: geotechnologies, coastal management, coastal erosion, remote sensing and low-cost technologies.

Deivid Cristian Leal Alves, Universidade Estadual do Mato Grosso do Sul, , Campo Grande (MS), Brasil

PhD in Geosciences from the Federal University of Rio Grande do Sul (UFRGS). Technical training in Geoprocessing from the Federal Institute of Education, Science and Technology of Rio Grande do Sul (IFRS) and Pedagogical Training in Geography from the Claretian University Center. He is a member of the research groups Geotechnologies and Environment (IFRS) and Territorial Dynamics and Border Spaces (UEMS). He is a member of the Brazilian Association for Quaternary Studies (ABEQUA) and a scientific collaborator of the Brazil-Portugal network on coastal systems studies (BRASPOR Network). During his undergraduate, technical and postgraduate studies, he received scholarships from various funding agencies, such as FUNAPE/GO, FAPERGS/RS, CAPES and CNPq, carrying out activities related to memory and culture, application of geotechnologies for research on public health, vocational education, management of river basins and coastal impacts. He was an intern in public agencies, working in the municipal environmental department and in the topography laboratory. Between 2015 and 2016, he dedicated himself to teaching Geography at the Federal Institute of Education, Science and Technology of Rio Grande do Sul, Campus Rio Grande, as a temporary professor, exercising, in addition to teaching high school and EJA level, the supervision and co-supervision of students of the professional education of the technical course in Geoprocessing. In 2020, he completed a Postdoctoral internship at the Institute of Mathematics, Statistics and Physics (IMEF) at the Federal University of Rio Grande (FURG). Between 2021 and 2022, he was a contracted professor at the State University of Mato Grosso do Sul (UEMS), teaching subjects of the Physical Geography core at the Jardim Unit. Currently, he is employed by the same institution, teaching subjects of the Geotechnologies core at the Campo Grande Unit, in addition to working as a tenured professor of Basic Education in the State of Mato Grosso do Sul (SED-MS). He has experience in the area of ​​Geosciences, with a focus on the following topics: use of digital elevation models; remote sensing applied to bathymetry of shallow environments; physical-natural aspects of urban occupation; hydrological dynamics of slopes; climate change and flood analysis.

Matheus Cordeiro Façanha, University of Rio Grande, Rio Grande (RS), Brazil

 Master's studente  from the Federal University of Rio Grande and am currently studying for a Technician's Degree in Geoprocessing at the Federal Institute of Education, Science and Technology of Rio Grande do Sul - Rio Grande Campus. During my undergraduate degree in Environmental and Sanitary Engineering, I carried out monitoring and research activities. I am a member of BRASPOR, a network of Brazilian and Portuguese researchers that focuses their studies mainly on the coastal zone. I am also part of the Geotechnologies and Environment research group at the Federal Institute of Education, Science and Technology of Rio Grande do Sul - Rio Grande Campus, in addition to being part of the Geomorphology and Water Resources research group at the Federal University of Rio Grande. I have knowledge in the areas of Solid Waste, Environmental Licensing and Active Methodologies, and my research focuses on topics such as Coastal Zone, Beach Morphodynamics, Environmental Management and Environmental Impacts.

References

Abellán, A., Oppikofer, T., Jaboyedoff, M., Rosser, N. J., Lim, M., & Lato, M. J. (2014). Terrestrial laser scanning of rock slope instabilities. Earth surface processes and landforms, 39(1), 80-97. https://doi.org/10.1002/esp.3493
Arai, M. (2006). A grande elevaçao eustática do Mioceno e sua influência na origem do Grupo Barreiras. Geologia USP. 6(2), 1–6. https://doi.org/10.5327/S1519-874X2006000300002
Arróspide, C., Aguilar, G., Martinod, J., Rodríguez, M. P., & Regard, V. (2023). Coastal cliff evolution: Modelling the long-term interplay between marine erosion, initial topography, and uplift in an arid environment. Geomorphology, 428, 108642. https://doi.org/10.1016/j.geomorph.2023.108642
Barlow, J., Gilham, J., & Ibarra Cofrã, I. (2017). Kinematic analysis of sea cliff stability using UAV photogrammetry. International Journal of Remote Sensing, 38(8-10), 2464-2479. https://doi.org/10.1080/01431161.2016.1275061
Benumof, B. T., & Griggs, G. B. (1999). The relationship between seacliff erosion rates, cliff material properties, and physical processes: Sand Diego County, California. The Dynamics, Kinematics, and Geomorphic Evolution of the San Diego, California Coastline, 29.
Bezerra, F.H., Amaro, V.E., Vita-Finzi, C. & Saadi, A. (2001) Pliocenequaternary fault control of sedimentation and coastal plain morphology in NE Brazil. Journal of South American Earth Sciences, 14(1), 61–75. Available from: https://doi.org/10.1016/S0895-9811(01)00009-8
Bezerra, F.H.R., Mello, C.L. & Suguio, K. (2006) A Formaçao Barreiras: recentes avanços e antigas questões. Geologia USP. Série Científica, 6(2), III-VI. Available from: https://doi.org/10.5327/S1519- 874X2006000300001
Bessin, Z., Jaud, M., Letortu, P., Vassilakis, E., Evelpidou, N., Costa, S., & Delacourt, C. (2023). Smartphone Structure-from-Motion Photogrammetry from a Boat for Coastal Cliff Face Monitoring Compared with Pléiades Tri-Stereoscopic Imagery and Unmanned Aerial System Imagery. Remote Sensing, 15(15), 3824. https://doi.org/10.3390/rs15153824
Blanchard, S. D., Rogan, J., & Woodcock, D. W. (2010). Geomorphic change analysis using ASTER and SRTM digital elevation models in central Massachusetts, USA. GIScience & Remote Sensing, 47(1), 1-24. https://doi.org/10.2747/1548-1603.47.1.1
Castedo, R., Murphy, W., Lawrence, J., & Paredes, C. (2012). A new process–response coastal recession model of soft rock cliffs. Geomorphology, 177, 128-143. https://doi.org/10.1016/j.geomorph.2012.07.020
Carpenter, N. (2014). Development of an integrated soft cliff model to determine the impacts of environmental and climatic change on coastal recession. PhD Thesis, University of Southampton. 290 p.
Cook, K. L. (2017). An evaluation of the effectiveness of low-cost UAVs and structure from motion for geomorphic change detection. Geomorphology, 278, 195-208. https://doi.org/10.1016/j.geomorph.2016.11.009
Del Río, L., & Gracia, F. J. (2009). Erosion risk assessment of active coastal cliffs in temperate environments. Geomorphology, 112(1-2), 82-95. https://doi.org/10.1016/j.geomorph.2009.05.009
Del Río, L., Posanski, D., Gracia, F. J., & Pérez-Romero, A. M. (2020). A comparative approach of monitoring techniques to assess erosion processes on soft cliffs. Bulletin of Engineering Geology and the Environment, 79, 1797-1814. https://doi.org/10.1007/s10064-019-01680-2
Dewez, T.J.B., Leroux, J. & Morelli, S. (2016) Cliff collapse hazard from repeated multicopter UAV acquisitions: return on experience. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B5, 41–811. Available from: https://doi.org/10.5194/isprs-archives-XLI-B5-805-2016
Diretoria de Hidrografia e Navegaçao, D.H.N. (2021) Tábuas das marés. Marinha do Brasil: Porto do Pecém-CE. Divisao de Hidrografia e Navegação.
Duperret, A., Taibi, S., Mortimore, R. N., & Daigneault, M. (2005). Effect of groundwater and sea weathering cycles on the strength of chalk rock from unstable coastal cliffs of NW France. Engineering Geology, 78(3-4), 321-343.
Earlie, C. S. (2015). Field observations of wave induced coastal cliff erosion, cornwall, UK. Cornwall, UK, PhD Thesis. School of Marine Science and Engineering, Plymounth University.
El-Haddad, B. A., Youssef, A. M., El-Shater, A. H., & El-Khashab, M. H. (2021). Landslide mechanisms along carbonate rock cliffs and their impact on sustainable development: a case study, Egypt. Arabian Journal of Geosciences, 14, 1-14. https://doi.org/10.1007/s12517-021-06688-1
Emery, K. O., & Kuhn, G. G. (1982). Sea cliffs: their processes, profiles, and classification. Geological Society of America Bulletin, 93(7), 644-654. https://doi.org/10.1130/0016-7606(1982)93<644:SCTPPA>2.0.CO;2
Esposito, G., Salvini, R., Matano, F., Sacchi, M., & Troise, C. (2018). Evaluation of geomorphic changes and retreat rates of a coastal pyroclastic cliff in the Campi Flegrei volcanic district, southern Italy. Journal of Coastal Conservation, 22(5), 957-972. https://doi.org/10.1007/s11852-018-0621-1
Finkl, C. W. (2004). Coastal classification: systematic approaches to consider in the development of a comprehensive scheme. Journal of Coastal research, 20(1), 166-213. https://www.jstor.org/stable/4299277
Fullin, N., Duo, E., Fabbri, S., Francioni, M., Ghirotti, M., & Ciavola, P. (2023). Quantitative Characterization of Coastal Cliff Retreat and Landslide Processes at Portonovo-Trave Cliffs (Conero, Ancona, Italy) Using Multi-Source Remote Sensing Data. Remote Sens., 15 (17), 4120. https://doi.org/10.3390/rs15174120
Gilham, J., Barlow, J., & Moore, R. (2019). Detection and analysis of mass wasting events in chalk sea cliffs using UAV photogrammetry. Engineering geology, 250, 101-112.
Gomes Neto, A. D. O., Morales, N., & Hamelak, G. M. S. (2012). Tectônica da Formação Barreira no Baixo Vale do Rio Jaguaribe, CE. Revista de Geologia, Fortaleza.
Gómez-Gutiérrez, Á., & Gonçalves, G. R. (2020). Surveying coastal cliffs using two UAV platforms (multirotor and fixed-wing) and three different approaches for the estimation of volumetric changes. International Journal of Remote Sensing, 41(21), 8143-8175. https://doi.org/10.1080/01431161.2020.1752950
Gonçalves, G., Gonçalves, D., Gomez-Gutiérrez, A., Andriolo, U. & Pérez- ´ Alvárez, J.A. (2021) 3D reconstruction of coastal cliffs from fixedwing and multi-rotor uas: impact of sfm-mvs processing parameters, image redundancy and acquisition geometry. Remote Sensing, 13(6), 1222. Available from: https://doi.org/10.3390/rs13061222
Gómez-Pazo, A.; PÉREZ-ALBERTI, A. (2021). The use of UAVs for the characterization and analysis of rocky coasts. Drones, v. 5, n. 1, p. 23. https://doi.org/10.3390/drones5010023
Hall, J. W., Meadowcroft, I. C., Lee, E. M., & van Gelder, P. H. (2002). Stochastic simulation of episodic soft coastal cliff recession. Coastal Engineering, 46(3), 159-174. https://doi.org/10.1016/S0378-3839(02)00089-3
Hampton, M. A. (2004). Formation, evolution, and stability of coastal cliffs: status and trends. U.S. Geological Survey, Professional Paper.
Hapke, C. J., & Reid, D. (2012). Regional Beach/Cliff System Dynamics along the California Coast. In Coastal Sediments' 07 (pp. 1696-1707). https://doi.org/10.1061/40926(239)133
Hobbs, P. R. N., Humphreys, B., Rees, J. G., Tragheim, D. G., Jones, L. D., Gibson, A., Rowlands, K., Hunter, G., Airey, R., McInnes, R.G., Airey, R. (2002). Monitoring the role of landslides in ‘soft cliff’coastal recession. In International Conference on Instability, Planning & Management (pp. 589-600). Thomas Telford.
Imam, C., Chaibi, M., Ayt Ougougdal, M., El Bchari, F., Charif, A., & Ait Malek, H. (2023). Analysis of Coastal Retreat and Slope Movements on Rocky Coastal Cliffs: A Distributed Natural Hazard in the Safi Region, Morocco. In Proceedings 87 (1) p. 21). MDPI. https://doi.org/10.3390/IECG2022-13962
IPECE - Instituto de Pesquisa e Estratégia Econômica do Ceará. (2013) Perfil Municipal de Caucaia. Fortaleza: IPECE.
James, L. A., Hodgson, M. E., Ghoshal, S., & Latiolais, M. M. (2012). Geomorphic change detection using historic maps and DEM differencing: The temporal dimension of geospatial analysis. Geomorphology, 137(1), 181-198. https://doi.org/10.1016/j.geomorph.2010.10.039
James, M.R.; Robson, S.; Smith, M.W. (2017). 3-D uncertainty-based topographic change detection with structure-from-motion photogrammetry: precision maps for ground control and directly georeferenced surveys. Earth Surface Processes and Landforms, 42 (12), 1769-1788. https://doi.org/10.1002/esp.4125
Jaud, M., Letortu, P., Théry, C., Grandjean, P., Costa, S., Maquaire, O., ... & Le Dantec, N. (2019). UAV survey of a coastal cliff face–Selection of the best imaging angle. Measurement, 139, 10-20. https://doi.org/10.1016/j.measurement.2019.02.024
Jaud, M., Le Dantec, N., Parker, K., Lemon, K., Lendre, S., Delacourt, C., & Gomes, R. C. (2022). How to Include Crowd-Sourced Photogrammetry in a Geohazard Observatory—Case Study of the Giant’s Causeway Coastal Cliffs. Remote Sensing, 14(14), 3243. https://doi.org/10.3390/rs14143243
Jin, J., Verbeurgt, J., De Sloover, L., Stal, C., Deruyter, G., Montreuil, A. L., ... & De Wulf, A. (2021). Monitoring spatiotemporal variation in beach surface moisture using a long-range terrestrial laser scanner. Journal of Photogrammetry and Remote Sensing, 173, 195-208. https://doi.org/10.1016/j.isprsjprs.2021.01.011
Kennedy, D. M., Sherker, S., Brighton, B., Weir, A., & Woodroffe, C. D. (2013). Rocky coast hazards and public safety: moving beyond the beach in coastal risk management. Ocean & coastal management, 82, 85-94. https://doi.org/10.1016/j.ocecoaman.2013.06.001
Kirkby, M. J. (2023). Cliffs and ramparts: Persistent steep slopes in the landscape. Geomorphology, 108776. https://doi.org/10.1016/j.geomorph.2023.108776
Kromer, R., Lato, M., Hutchinson, D. J., Gauthier, D., & Edwards, T. (2017). Managing rockfall risk through baseline monitoring of precursors using a terrestrial laser scanner. Canadian geotechnical journal, 54(7), 953-967. https://doi.org/10.1139/cgj-2016-0178
Kroon, A., Luetzenburg, G., Townsend, D., Svennevig, K., Bendixen, M., Bjørk, A. A., & Eidam, E. (2022). Coastal Erosion Rates of Cliffs on Disko Island, Greenland. In AGU Fall Meeting Abstracts (Vol. 2022, pp. C35A-06).
Kuhn, D., & Prüfer, S. (2014). Coastal cliff monitoring and analysis of mass wasting processes with the application of terrestrial laser scanning: A case study of Rügen, Germany. Geomorphology, 213, 153-165. https://doi.org/10.1016/j.geomorph.2014.01.005
Lee, M. & Clark, A. (2002) Investigation and management of soft rock cliffs. London: Thomas Telford Publishing 382 p.
Lee, M. (2008) Coastal cliff behavior: observations on the relationship between beach levels and recession rates. Geomorphology, 101(4). Available from: https://doi.org/10.1016/j.geomorph.2008. 02.010
Leal-Alves, D. C., Weschenfelder, J., Albuquerque, M. D. G., Espinoza, J. M. D. A., Ferreira-Cravo, M., & Almeida, L. P. M. D. (2020). Digital elevation model generation using UAV-SfM photogrammetry techniques to map sea-level rise scenarios at Cassino Beach, Brazil. SN Applied Sciences, 2(12), 2181. https://doi.org/10.1007/s42452-020-03936-z
Leisner, M. M., de Paula, D. P., Alves, D. C. L., da Guia Albuquerque, M., de Holanda Bastos, F., & Vasconcelos, Y. G. (2023). Long‐term and short‐term analysis of shoreline change and cliff retreat on Brazilian equatorial coast. Earth Surface Processes and Landforms, 48(14), 2987-3002. https://doi.org/10.1002/esp.5668
Lim, M., Rosser, N. J., Petley, D. N., & Keen, M. (2011). Quantifying the controls and influence of tide and wave impacts on coastal rock cliff erosion. Journal of Coastal Research, 27(1), 46-56. https://www.jstor.org/stable/25790488
Malheiro, A. (2006). Geological hazards in the Azores archipelago: Volcanic terrain instability and human vulnerability. Journal of Volcanology and Geothermal Research, 156(1-2), 158-171. https://doi.org/10.1016/j.jvolgeores.2006.03.012
Marquinez, J., Menéndez Duarte, R., Farias, P., & JiméNez Sánchez, M. (2003). Predictive GIS-based model of rockfall activity in mountain cliffs. Natural Hazards, 30, 341-360. https://doi.org/10.1023/B:NHAZ.0000007170.21649.e1
Mangor, K., Drønen, N., Kærgaard, K. H., & Kristensen, S. E. (2017). Shoreline management guidelines.
Moore, R.; Davis, G. (2015). Cliff instability and erosion management in England and Wales. Journal of Coastal Conservation, v. 19, n. 6, p. 771-784. https://doi.org/10.1007/s11852-014-0359-3
Morton, R. A., & Sallenger Jr, A. H. (2003). Morphological impacts of extreme storms on sandy beaches and barriers. Journal of Coastal Research, 560-573. https://www.jstor.org/stable/4299198
Morales, T., Clemente, J. A., Mollá, L. D., Izagirre, E., & Uriarte, J. A. (2021). Analysis of instabilities in the Basque Coast Geopark coastal cliffs for its environmentally friendly management (Basque-Cantabrian basin, northern Spain). Engineering Geology, 283, 106023. https://doi.org/10.1016/j.enggeo.2021.106023
Novais, J., Vieira, A., Bento-Gonçalves, A., Silva, S., Folharini, S., & Marques, T. (2023). The Use of UAVs for Morphological Coastal Change Monitoring—A Bibliometric Analysis. Drones, 7(10), 629. https://doi.org/10.3390/drones7100629
Nunes, F.C., Silva, E.F. & Vilas Boas, G.S. (2011) Grupo Barreiras: Características, Gênese e Evidências de Neoctectonismo. Boletim de Pesquisa e Desenvolvimento 194. Rio de Janeiro: Embrapa, p. 31.
Ossowski, R., Przyborski, M., & Tysiac, P. (2019). Stability Assessment of coastal cliffs incorporating laser scanning technology and a numerical analysis. Remote Sensing, 11(16), 1951. https://doi.org/10.3390/rs11161951
Pena, S. B., Abreu, M. M., & Magalhães, M. R. (2021). Rethinking coastal cliff protection zones for landscape planning. What limits are enough?. Applied Geography, 127, 102387. https://doi.org/10.1016/j.apgeog.2021.102387
Pessoa, P. R. S., Barroso, T. C., Bezerra, G. G., & da Rocha, L. B. (2017). Aspectos hidroclimáticos e comportamento da precipitção nos municipios de Acaraú e Aamocim-CE. Os Desafios da Geografia Física na Fronteira do Conhecimento, 1, 2624-2628.
Peulvast, J. P., Sales, V. C. (2004). La bande côtiere de l´ etat du ceará, nord-est du brésil: presentation geomorphologique (the coastal area of Ceará state, Northeast of Brazil: a geomorphological presentation). Mercator, 3(5). http://www.mercator.ufc.br/mercator/article/view/136
Pilkey, O. H. (2011). The world's beaches: a global guide to the science of the shoreline. Univ of California Press. https://www.jstor.org/stable/10.1525/j.ctt1pnn3p
Prémaillon, M., Regard, V., Dewez, T. J., & Auda, Y. (2018). GlobR2C2 (Global Recession Rates of Coastal Cliffs): a global relational database to investigate coastal rocky cliff erosion rate variations. Earth Surface Dynamics, 6(3), 651-668.
Rosser, N. J., Petley, D. N., Lim, M., Dunning, S. A., & Allison, R. J. (2005). Terrestrial laser scanning for monitoring the process of hard rock coastal cliff erosion. Quarterly Journal of Engineering Geology and Hydrogeology, 38(4), 363-375. https://doi.org/10.1144/1470-9236/05-008
Rossetti, D., Rocca, R.R. & Tatumi, S.H. (2013) Evolução dos Sedimentos Pós-Barreiras na zona costeira da Bacia São Luís, Maranhão, Brasil. ˜ Boletim Do Museu Paraense Emílio Goeldi-Ciências Naturais, 8(1), 11–25. Available from: https://doi.org/10.46357/bcnaturais.v8i1.578
Rumson, A. G., Hallett, S. H., & Brewer, T. R. (2019). The application of data innovations to geomorphological impact analyses in coastal areas: An East Anglia, UK, case study. Ocean & Coastal Management, 181, 104875. https://doi.org/10.1016/j.ocecoaman.2019.104875
Saadi, A., Bezerra, F.H.R., Costa, R.D., Igreja, H.L.S. & Franzinelli, E. (2005) Neotectônica da Plataforma Brasileira. Holos: Quaternário do Brasil. Ribeirao Preto, pp. 211 ˜ –234 378p
Schimel, A. C., Ierodiaconou, D., Hulands, L., & Kennedy, D. M. (2015). Accounting for uncertainty in volumes of seabed change measured with repeat multibeam sonar surveys. Continental Shelf Research, 111, 52-68. https://doi.org/10.1016/j.csr.2015.10.019
Short, A. D. (2006). Australian beach systems—nature and distribution. Journal of Coastal Research, 22(1), 11-27. https://www.jstor.org/stable/4300262
Sturdivant, E. J., Lentz, E. E., Thieler, E. R., Farris, A. S., Weber, K. M., Remsen, D. P., ... & Henderson, R. E. (2017). UAS-SfM for coastal research: Geomorphic feature extraction and land cover classification from high-resolution elevation and optical imagery. Remote Sensing, 9(10), 1020. https://doi.org/10.3390/rs9101020
Sunamura, T. (2015). Rocky coast processes: with special reference to the recession of soft rock cliffs. Proceedings of the Japan Academy, Series B, 91(9), 481-500. 10.2183/pjab.91.481
Trenhaile, A. S. (1987). The geomorphology of rock coasts. Oxford Research Series in Geography. Clarendon Press. 384p. (No Title). https://doi.org/10.1177/030913338801200215
Trenhaile, A. (2016). Rocky coasts―their role as depositional environments. Earth-science reviews, 159, 1-13. https://doi.org/10.1016/j.earscirev.2016.05.001
Westoby, M. J., Brasington, J., Glasser, N. F., Hambrey, M. J., & Reynolds, J. M. (2012). ‘Structure-from-Motion’photogrammetry: A low-cost, effective tool for geoscience applications. Geomorphology, 179, 300-314. https://doi.org/10.1016/j.geomorph.2012.08.021
Winowski, M., Tylkowski, J., & Hojan, M. (2022). Assessment of moraine cliff spatio-temporal erosion on Wolin Island using ALS data analysis. Remote Sensing, 14(13), 3115. https://doi.org/10.3390/rs14133115
Westoby, M.J., Lim, M., Hogg, M., Pound, M.J., Dunlop, L. & Woodward, J. (2018) Cost-effective erosion monitoring of coastal cliffs. Coastal Engineering, 138, 152–164. Available from: https://doi.org/10.1016/j.coastaleng.2018.04.008
Westoby, M.J., Lim, M., Hogg, M., Pound, M.J., Dunlop, L. & Woodward, J. (2018) Cost-effective erosion monitoring of coastal cliffs. Coastal Engineering, 138, 152–164. Available from: https://doi.org/10.1016/j.coastaleng.2018.04.008
Wheaton, J. M., Brasington, J., Darby, S. E., & Sear, D. A. (2010). Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets. Earth surface processes and landforms: the journal of the British Geomorphological Research Group, 35(2), 136-156. https://doi.org/10.1002/esp.1886
Williams, R. (2012). DEMs of difference. Geomorphological Techniques, 2(3.2).
Young, A. P., & Ashford, S. A. (2008). Instability investigation of cantilevered seacliffs. Earth Surface Processes and Landforms: The Journal of the British Geomorphological Research Group, 33(11), 1661-1677. https://doi.org/10.1002/esp.1636
Published
16/10/2024
How to Cite
LEISNER, Melvin et al. UAV REMOTE SENSING APPLICATIONS IN BEACH-CLIFF SYSTEM MONITORING OF MORPHODYNAMIC PROCESSES. Mercator, Fortaleza, v. 23, oct. 2024. ISSN 1984-2201. Available at: <http://www.mercator.ufc.br/mercator/article/view/e23025>. Date accessed: 26 jan. 2025. doi: https://doi.org/10.4215/rm2024.e23025.
Section
ARTICLES