Hernán Alcayaga
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Hernán Alcayaga has a total of 85 co-authors. Here are the top co-authors by number of shared publications:
- Alejandra Stehr
Department of Civil Engineering, University of Concepción, Concepción, 4030000, Chile
5 shared publications - Diego Caamaño
Department of Civil Engineering, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile
5 shared publications - Alonso Pizarro
Department of Civil and Environmental Engineering, Universidad del Bío-Bío, Concepción, Chile
4 shared publications - Vladimir Jose Alarcon
Universidad Diego Portales
4 shared publications Diego Caamaño
Departamento de Ingeniería Civil Universidad Católica de la Santísima Concepción Chile
3 shared publicationsFrancisco Romero
Ministerio de Obras Públicas
3 shared publications
Latest Publications
- 31 March 2026
- Published by Agence Bibliographique de l'Enseignement Supérieur
Impacts morphologiques des aménagements hydroélectriques à l'échelle du bassin versant
Ce travail s'intéresse aux altérations des systèmes fluviaux et à leur modélisation à une échelle de temps intermédiaire, de l'ordre de quelques décennies, et à l'échelle spatiale de bassins versants étendus et complexes. Une revue de la littérature montre que cette question reste principale chez les géomorphologues. Elle permet de dégager les constantes des différents modèles conceptuels qui ont été développés et en particulier i) la dépendance aux conditions hydrologiques et aux conditions d'alimentation solide, ii) la réaction du système pour s'adapter en cas d'altération de ces conditions, et iii) la propagation de ces perturbations avec une atténuation progressive vers l'aval du bassin versant. Nous avons choisi d'étudier plus particulièrement les perturbations introduites par les aménagements hydroélectriques à l'échelle du bassin versant en développant un modèle conceptuel, basée sur une description volontairement limitée des altérations hydrologiques et d'alimentation solide, et sur la connaissance experte pour la prédiction de l'évolution de la morphologie des rivières alluviales. L'objectif est la détermination des trajectoires d'évolution de variables représentatives de la morphologie de la rivière qui les font évoluer d'un état d'équilibre dynamique à un autre. Nous avons testé ce modèle sur une représentation du bassin versant de l'Isère à l'amont de Grenoble (5818 km2) en intégrant une description du schéma complexe d'aménagements hydroélectriques construits dans la deuxième moitié du XXème siècle. La modélisation donne des résultats cohérents avec les observations du système mais qui sont limitées par les hypothèses fortes d'un équilibre initial du système fluvial et de l'unicité de l'origine des perturbations. En dernière partie, nous ébauché le développement d'un modèle numérique simplifié destiné à prendre en compte la période de transition entre les états d'équilibre dynamique. Ce modèle permet d'évaluer la durée de la période transitoire d'un tronçon de rivière et de valider l'utilisation du concept de débit morphogène qui est fait dans le modèle conceptuel des équilibres dynamiques. Ce modèle permet de simuler la superposition d'altérations mais, dans l'état actuel, il ne permet pas de modéliser la cinétique de la propagation des altérations amont vers l'aval du bassin versant. Mots-clés : morphologie fluviale, bassin versant, régime hydrologique, apports sédimentaires, aménagements hydroélectriques, trajectoires de ajustements, cinétique de évolution du lit.
- 31 March 2026
- Published by Agence Bibliographique de l'Enseignement Supérieur
Impacts morphologiques des aménagements hydroélectriques à l'échelle du bassin versant
Ce travail s'intéresse aux altérations des systèmes fluviaux et à leur modélisation à une échelle de temps intermédiaire, de l'ordre de quelques décennies, et à l'échelle spatiale de bassins versants étendus et complexes. Une revue de la littérature montre que cette question reste principale chez les géomorphologues. Elle permet de dégager les constantes des différents modèles conceptuels qui ont été développés et en particulier i) la dépendance aux conditions hydrologiques et aux conditions d'alimentation solide, ii) la réaction du système pour s'adapter en cas d'altération de ces conditions, et iii) la propagation de ces perturbations avec une atténuation progressive vers l'aval du bassin versant. Nous avons choisi d'étudier plus particulièrement les perturbations introduites par les aménagements hydroélectriques à l'échelle du bassin versant en développant un modèle conceptuel, basée sur une description volontairement limitée des altérations hydrologiques et d'alimentation solide, et sur la connaissance experte pour la prédiction de l'évolution de la morphologie des rivières alluviales. L'objectif est la détermination des trajectoires d'évolution de variables représentatives de la morphologie de la rivière qui les font évoluer d'un état d'équilibre dynamique à un autre. Nous avons testé ce modèle sur une représentation du bassin versant de l'Isère à l'amont de Grenoble (5818 km2) en intégrant une description du schéma complexe d'aménagements hydroélectriques construits dans la deuxième moitié du XXème siècle. La modélisation donne des résultats cohérents avec les observations du système mais qui sont limitées par les hypothèses fortes d'un équilibre initial du système fluvial et de l'unicité de l'origine des perturbations. En dernière partie, nous ébauché le développement d'un modèle numérique simplifié destiné à prendre en compte la période de transition entre les états d'équilibre dynamique. Ce modèle permet d'évaluer la durée de la période transitoire d'un tronçon de rivière et de valider l'utilisation du concept de débit morphogène qui est fait dans le modèle conceptuel des équilibres dynamiques. Ce modèle permet de simuler la superposition d'altérations mais, dans l'état actuel, il ne permet pas de modéliser la cinétique de la propagation des altérations amont vers l'aval du bassin versant. Mots-clés : morphologie fluviale, bassin versant, régime hydrologique, apports sédimentaires, aménagements hydroélectriques, trajectoires de ajustements, cinétique de évolution du lit.
- Open Access
- 18 March 2026
- Published by MDPI AG in Remote Sensing
- Vol. 18 (6) , 920
A Scalable Method to Delineate Active River Channels and Quantify Cross-Sectional Morphology from Multi-Sensor Imagery in Google Earth Engine Using the Photo Intensive System for Channel Observation (PISCOb)
Active Channel Width (ACW) provides a robust indicator for tracking river corridor dynamics, yet automated extraction from multisensory imagery remains limited by spatial and temporal variability in spectral conditions. We developed and validated a workflow in Google Earth Engine (GEE) to delineate the active channel using multispectral indices derived from annual composite Landsat and Sentinel-2 imagery. The indices include the Modified Normalized Difference Water Index (MNDWI), Normalized Difference Vegetation Index (NDVI), and Enhanced Vegetation Index (EVI). The 34 km study segment of the Lircay River (Chile) served as a demonstration site undergoing substantial geomorphic change over a 20-year period (2003–2023) that spanned a decade-long mega drought (2010–2023) and two major floods (2006, 2023). Multispectral index thresholds were calibrated using manually digitized active channel polygons for a reference year and validated for five different years within the study period to assess their spatial transferability across reaches and temporal stability under varying hydrologic regimes. Sentinel-2 annual composites with the MNDWI-EVI pairing achieved the highest overall accuracy in estimating ACW (mean Kling-Gupta Efficiency = 0.72; Percent Bias = 12.69 across study reaches). Threshold values were tested at the cross-sectional and reach scales. Using cross-section-specific thresholds enhanced the accuracy of ACW estimation, indicating that threshold performance is strongly conditioned by the local characteristics present in the immediate surroundings of each cross section. These results suggest that spectral threshold selection is sensitive to small scale factors that vary across the river corridor, underscoring the need to explicitly consider local geomorphic and ecological conditions when defining thresholds. This reproducible, open-source workflow links automated channel delineation with cross-section-based morphology and explicitly quantifies uncertainty from spatiotemporal spectral variability. It enables high-resolution, repeatable measurements of river corridor change and underscores the need to consider evolving spectral and vegetation conditions when interpreting remotely sensed geomorphic indicators.
- 18 March 2026
- Published by MDPI AG in Remote Sensing
- Vol. 18 (6) , 920
Open AccessA Scalable Method to Delineate Active River Channels and Quantify Cross-Sectional Morphology from Multi-Sensor Imagery in Google Earth Engine Using the Photo Intensive System for Channel Observation (PISCOb)
Active Channel Width (ACW) provides a robust indicator for tracking river corridor dynamics, yet automated extraction from multisensory imagery remains limited by spatial and temporal variability in spectral conditions. We developed and validated a workflow in Google Earth Engine (GEE) to delineate the active channel using multispectral indices derived from annual composite Landsat and Sentinel-2 imagery. The indices include the Modified Normalized Difference Water Index (MNDWI), Normalized Difference Vegetation Index (NDVI), and Enhanced Vegetation Index (EVI). The 34 km study segment of the Lircay River (Chile) served as a demonstration site undergoing substantial geomorphic change over a 20-year period (2003–2023) that spanned a decade-long mega drought (2010–2023) and two major floods (2006, 2023). Multispectral index thresholds were calibrated using manually digitized active channel polygons for a reference year and validated for five different years within the study period to assess their spatial transferability across reaches and temporal stability under varying hydrologic regimes. Sentinel-2 annual composites with the MNDWI-EVI pairing achieved the highest overall accuracy in estimating ACW (mean Kling-Gupta Efficiency = 0.72; Percent Bias = 12.69 across study reaches). Threshold values were tested at the cross-sectional and reach scales. Using cross-section-specific thresholds enhanced the accuracy of ACW estimation, indicating that threshold performance is strongly conditioned by the local characteristics present in the immediate surroundings of each cross section. These results suggest that spectral threshold selection is sensitive to small scale factors that vary across the river corridor, underscoring the need to explicitly consider local geomorphic and ecological conditions when defining thresholds. This reproducible, open-source workflow links automated channel delineation with cross-section-based morphology and explicitly quantifies uncertainty from spatiotemporal spectral variability. It enables high-resolution, repeatable measurements of river corridor change and underscores the need to consider evolving spectral and vegetation conditions when interpreting remotely sensed geomorphic indicators.
- Open Access
- 27 May 2025
- Published by MDPI AG in Journal of Marine Science and Engineering
- Vol. 13 (6) , 1056
Trends and Applications of Hydro-Morphological Modeling in Estuarine Systems: A Systematic Review of the Past 15 Years
Estuaries are dynamic ecosystems with crucial environmental, economic, and social functions, driving extensive hydro-morphological research supported by numerical modeling. This study systematically reviews estuarine modeling applications over the past 15 years to identify commonly used tools, model configurations, and validation strategies, to examine regional trends in the application, and to explore and discuss the relative emphasis on hydrodynamic, sediment transport, and morphological modeling within the selected studies. Following the PRISMA 2020 methodology, a comprehensive search in Scopus and Web of Science identified 3926 articles, from which 197 met the eligibility criteria. Each study was analyzed to assess modeling software, mesh types, dimensional configurations, and validation parameters. Results indicate that DELFT3D is the most widely used tool, followed by TELEMAC and FVCOM, with a preference for two-dimensional models and structured meshes. Model accuracy, assessed through Skill Scores, confirms their reliability in representing estuarine dynamics. Additionally, findings reveal significant geographical disparities, with China leading research efforts, while Latin America and Africa remain underrepresented. This gap highlights the need to expand modeling efforts in these regions to enhance estuarine management and resilience. Strengthening numerical modeling in diverse contexts will improve the predictive capacity of hydro-morphological processes, supporting sustainable decision-making in estuarine environments.
- 27 May 2025
- Published by MDPI AG in Journal of Marine Science and Engineering
- Vol. 13 (6) , 1056
Open AccessTrends and Applications of Hydro-Morphological Modeling in Estuarine Systems: A Systematic Review of the Past 15 Years
Estuaries are dynamic ecosystems with crucial environmental, economic, and social functions, driving extensive hydro-morphological research supported by numerical modeling. This study systematically reviews estuarine modeling applications over the past 15 years to identify commonly used tools, model configurations, and validation strategies, to examine regional trends in the application, and to explore and discuss the relative emphasis on hydrodynamic, sediment transport, and morphological modeling within the selected studies. Following the PRISMA 2020 methodology, a comprehensive search in Scopus and Web of Science identified 3926 articles, from which 197 met the eligibility criteria. Each study was analyzed to assess modeling software, mesh types, dimensional configurations, and validation parameters. Results indicate that DELFT3D is the most widely used tool, followed by TELEMAC and FVCOM, with a preference for two-dimensional models and structured meshes. Model accuracy, assessed through Skill Scores, confirms their reliability in representing estuarine dynamics. Additionally, findings reveal significant geographical disparities, with China leading research efforts, while Latin America and Africa remain underrepresented. This gap highlights the need to expand modeling efforts in these regions to enhance estuarine management and resilience. Strengthening numerical modeling in diverse contexts will improve the predictive capacity of hydro-morphological processes, supporting sustainable decision-making in estuarine environments.
- Open Access
Assessment of Low-Flow Trends in Four Rivers of Chile: A Statistical Approach
Understanding and analyzing low river flows are some of key tasks of effective water management, particularly in Chile’s Mediterranean regions, where irregular rainfall distribution leads to drought and water scarcity. This study aims to assess low-flow trends in the four major Chilean river basins (Maipo, Rapel, Maule, and Biobío) by calculating three key hydrological indices: the mean annual minimum and maximum flows (MAM), the base flow index (BFI), and the standardized precipitation index (SPI), using data from 18 hydrometric stations. The indicators of hydrologic alteration (IHA) tool was applied to calculate the MAM and BFI to assess flow variability and groundwater contributions. The SPI was calculated to examine hydrological drought conditions and evaluate how these conditions affect river flow behavior, correlating reduced low river flows with precipitation trends at the beginning of the dry season. Statistical analysis was conducted through the ordinary least squares (OLS) test for normally distributed data, and non-parametric tests, including the Mann–Kendall test, as well as Sen’s slope estimation, for data not meeting normality requirements. The results, presented both analytically and graphically, reveal trends in river flow indices and variations across the river basins, identifying critical areas of reduced flow that may require enhanced water management strategies.
Open AccessAssessment of Low-Flow Trends in Four Rivers of Chile: A Statistical Approach
Understanding and analyzing low river flows are some of key tasks of effective water management, particularly in Chile’s Mediterranean regions, where irregular rainfall distribution leads to drought and water scarcity. This study aims to assess low-flow trends in the four major Chilean river basins (Maipo, Rapel, Maule, and Biobío) by calculating three key hydrological indices: the mean annual minimum and maximum flows (MAM), the base flow index (BFI), and the standardized precipitation index (SPI), using data from 18 hydrometric stations. The indicators of hydrologic alteration (IHA) tool was applied to calculate the MAM and BFI to assess flow variability and groundwater contributions. The SPI was calculated to examine hydrological drought conditions and evaluate how these conditions affect river flow behavior, correlating reduced low river flows with precipitation trends at the beginning of the dry season. Statistical analysis was conducted through the ordinary least squares (OLS) test for normally distributed data, and non-parametric tests, including the Mann–Kendall test, as well as Sen’s slope estimation, for data not meeting normality requirements. The results, presented both analytically and graphically, reveal trends in river flow indices and variations across the river basins, identifying critical areas of reduced flow that may require enhanced water management strategies.
- Open Access
- 27 February 2025
- Published by Elsevier in Applied Energy
- Vol. 386
Exploring climate-driven performance of floating photovoltaic systems: Energy production enhancement and evaporation reduction
- 27 February 2025
- Published by Elsevier in Applied Energy
- Vol. 386
Open AccessExploring climate-driven performance of floating photovoltaic systems: Energy production enhancement and evaporation reduction
- Open Access
- 2 December 2024
- Published by Elsevier in Hydrology Research
- Vol. 55 (12) , 1197-1216
Evaluation of the effects of climatic variabilities on future hydrological scenarios: application to a coastal basin in Central Chile
- 2 December 2024
- Published by Elsevier in Hydrology Research
- Vol. 55 (12) , 1197-1216
Open AccessEvaluation of the effects of climatic variabilities on future hydrological scenarios: application to a coastal basin in Central Chile
- 30 October 2024
- Published by Taylor & Francis in Hydrological Sciences Journal
- Vol. 69 (16) , 2423-2435
The status quo effect in the sociohydrology of floods
- 30 October 2024
- Published by Taylor & Francis in Hydrological Sciences Journal
- Vol. 69 (16) , 2423-2435
The status quo effect in the sociohydrology of floods
- 3 April 2024
- Published by Wiley in Earth Surface Processes and Landforms
- Vol. 49 (8) , 2348-2366
Synergistic process interactions and morphological change in a river reach subject to multiple disturbances, the Laja River, Chile
This work studies the multiple sources of impacts and disturbances in the Laja River (Central Chile) and evaluates the changes in water and sediment flows and planimetric geomorphic changes.The disturbances sources correspond to hydroelectric plants, water withdrawals for irrigation and the sustained decrease trend in rainfall in the basin. The changes in the plan‐view shape of the river reach were quantified using remote sensing techniques, through a supervised classification of Landsat 5 TM and 8 OLI satellite images, identified Water (W), Islands and Riverine Vegetation (IRV) and Bars and Banks Without Vegetation (BBWV), obtained a Kappa index>0,83 for a period of 15 years (2006–2021).Compared with historical records, the period of analysis shows a decrease in annual rainfall by 17.5%. In addition, water withdrawals for irrigation have contributed to a 64% decrease in monthly stream discharge during the dry season. As a consequence of the decrease in annual rainfall and water withdrawals for irrigation, the sediment transport capacity has also decreased by 10.5%.The changes in morphological driving variables (stream flows and sediment transport regimes) have manifested themselves in morphological changes, where it was possible to establish that a change in the channel form occurred in the last 15 years, going from a river with a single channel to a braided one. An important vegetation establishment has accompanied this morphological change on both riverbanks and the central bars. The colonizing vegetation corresponds to fast‐growing non‐native species (Salix spp., Populus spp. and Alnus spp). A stabilization of the channel form is expected, consolidating itself as a braided section with alternating vegetated bars.
- 3 April 2024
- Published by Wiley in Earth Surface Processes and Landforms
- Vol. 49 (8) , 2348-2366
Synergistic process interactions and morphological change in a river reach subject to multiple disturbances, the Laja River, Chile
This work studies the multiple sources of impacts and disturbances in the Laja River (Central Chile) and evaluates the changes in water and sediment flows and planimetric geomorphic changes.The disturbances sources correspond to hydroelectric plants, water withdrawals for irrigation and the sustained decrease trend in rainfall in the basin. The changes in the plan‐view shape of the river reach were quantified using remote sensing techniques, through a supervised classification of Landsat 5 TM and 8 OLI satellite images, identified Water (W), Islands and Riverine Vegetation (IRV) and Bars and Banks Without Vegetation (BBWV), obtained a Kappa index>0,83 for a period of 15 years (2006–2021).Compared with historical records, the period of analysis shows a decrease in annual rainfall by 17.5%. In addition, water withdrawals for irrigation have contributed to a 64% decrease in monthly stream discharge during the dry season. As a consequence of the decrease in annual rainfall and water withdrawals for irrigation, the sediment transport capacity has also decreased by 10.5%.The changes in morphological driving variables (stream flows and sediment transport regimes) have manifested themselves in morphological changes, where it was possible to establish that a change in the channel form occurred in the last 15 years, going from a river with a single channel to a braided one. An important vegetation establishment has accompanied this morphological change on both riverbanks and the central bars. The colonizing vegetation corresponds to fast‐growing non‐native species (Salix spp., Populus spp. and Alnus spp). A stabilization of the channel form is expected, consolidating itself as a braided section with alternating vegetated bars.
- 27 April 2023
- Published by Wiley in WIREs Water
- Vol. 11 (1)
Introduction to the Silala River and its hydrology
The Silala River basin is located in a remote area in the Andes Mountain range, where hydro‐meteorological and hydrogeological data are scarce. Consequently, the hydrological functioning of this river system was not well understood. Due to a dispute between Chile and Bolivia over the status and use of the waters of the Silala River, Chile requested the International Court of Justice to adjudge the Silala River system to be an international watercourse. To support the case, scientific studies were carried out in both countries to fill hydrological and hydrogeological knowledge gaps. This article reviews the Silala River basin topographic characterization, historical water use, and the dominant hydrological processes, and briefly summarizes an enhanced monitoring programme, reported in more detail elsewhere in this Special Issue. The longitudinal topographic profile and river slope show that Silala fluvial system is an exorheic watershed; waters from the Cajones and Orientals wetlands in Bolivia, the two headwater sources of the Silala fluvial system, naturally flow from Bolivia to Chile, demonstrating that the Silala River system is indeed an international watercourse. New hydro‐meteorological, hydrological and hydrogeological measurement stations were installed in both countries and provided improved process insights and spatiotemporal coverage within the basin. These new observations helped to populate hydraulic, hydrological, and hydrogeological models, aimed to improve understanding of the functioning of the system, including the effects of historical disturbance due to channelization of the Bolivian wetlands.This article is categorized under: Science of Water > Hydrological Processes Human Water > Rights to Water
- 27 April 2023
- Published by Wiley in WIREs Water
- Vol. 11 (1)
Introduction to the Silala River and its hydrology
The Silala River basin is located in a remote area in the Andes Mountain range, where hydro‐meteorological and hydrogeological data are scarce. Consequently, the hydrological functioning of this river system was not well understood. Due to a dispute between Chile and Bolivia over the status and use of the waters of the Silala River, Chile requested the International Court of Justice to adjudge the Silala River system to be an international watercourse. To support the case, scientific studies were carried out in both countries to fill hydrological and hydrogeological knowledge gaps. This article reviews the Silala River basin topographic characterization, historical water use, and the dominant hydrological processes, and briefly summarizes an enhanced monitoring programme, reported in more detail elsewhere in this Special Issue. The longitudinal topographic profile and river slope show that Silala fluvial system is an exorheic watershed; waters from the Cajones and Orientals wetlands in Bolivia, the two headwater sources of the Silala fluvial system, naturally flow from Bolivia to Chile, demonstrating that the Silala River system is indeed an international watercourse. New hydro‐meteorological, hydrological and hydrogeological measurement stations were installed in both countries and provided improved process insights and spatiotemporal coverage within the basin. These new observations helped to populate hydraulic, hydrological, and hydrogeological models, aimed to improve understanding of the functioning of the system, including the effects of historical disturbance due to channelization of the Bolivian wetlands.This article is categorized under: Science of Water > Hydrological Processes Human Water > Rights to Water
- Open Access
Remote Sensing with UAVs for Modeling Floods: An Exploratory Approach Based on Three Chilean Rivers
The use of unmanned aerial vehicles (UAVs) has been steadily increasing due to their ability to acquire high-precision ground elevation information at a low cost. However, these devices have limitations in estimating elevations of the water surface and submerged terrain (i.e., channel bathymetry). Therefore, the creation of a digital terrain model (DTM) using UAVs in low-water periods means a greater dry channel surface area and thus reduces the lack of information on the wet area not appropriately measured by the UAV. Under such scenarios, UAV-DTM-derived data present an opportunity for practical engineering in estimating floods; however, the accuracy of estimations against current methods of flood estimations and design needs to be measured. The objective of this study is therefore to develop an exploratory analysis for the creation of hydraulic models of river floods using only UAV-derived topographic information. Hydraulic models were constructed based on DTMs created in (i) the traditional manner, considering the bathymetry measured with RTK-GPS and topography, and via (ii) remote sensing, which involves topography measurement with a UAV and assumes a flat bed in the part of the channel covered by water. The 1D steady-state HEC-RAS model v.5.0.3 was used to simulate floods at different return periods. The applied methodology allows a slightly conservative, efficient, economical, and safe approach for the estimation of floods in rivers, with an RMSE of 6.1, 11.8 and 12.6 cm for the Nicodahue, Bellavista and Curanilahue rivers. The approach has important implications for flood studies, as larger areas can be surveyed, and cost- and time-efficient flood estimations can be performed using affordable UAVs. Further research on this topic is necessary to estimate the limitations and precision in rivers with different morphologies and under different geographical contexts.
Open AccessRemote Sensing with UAVs for Modeling Floods: An Exploratory Approach Based on Three Chilean Rivers
The use of unmanned aerial vehicles (UAVs) has been steadily increasing due to their ability to acquire high-precision ground elevation information at a low cost. However, these devices have limitations in estimating elevations of the water surface and submerged terrain (i.e., channel bathymetry). Therefore, the creation of a digital terrain model (DTM) using UAVs in low-water periods means a greater dry channel surface area and thus reduces the lack of information on the wet area not appropriately measured by the UAV. Under such scenarios, UAV-DTM-derived data present an opportunity for practical engineering in estimating floods; however, the accuracy of estimations against current methods of flood estimations and design needs to be measured. The objective of this study is therefore to develop an exploratory analysis for the creation of hydraulic models of river floods using only UAV-derived topographic information. Hydraulic models were constructed based on DTMs created in (i) the traditional manner, considering the bathymetry measured with RTK-GPS and topography, and via (ii) remote sensing, which involves topography measurement with a UAV and assumes a flat bed in the part of the channel covered by water. The 1D steady-state HEC-RAS model v.5.0.3 was used to simulate floods at different return periods. The applied methodology allows a slightly conservative, efficient, economical, and safe approach for the estimation of floods in rivers, with an RMSE of 6.1, 11.8 and 12.6 cm for the Nicodahue, Bellavista and Curanilahue rivers. The approach has important implications for flood studies, as larger areas can be surveyed, and cost- and time-efficient flood estimations can be performed using affordable UAVs. Further research on this topic is necessary to estimate the limitations and precision in rivers with different morphologies and under different geographical contexts.