Articles | Volume 23, issue 3
https://doi.org/10.5194/nhess-23-1191-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/nhess-23-1191-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Rainfall thresholds estimation for shallow landslides in Peru from gridded daily data
Carlos Millán-Arancibia
CORRESPONDING AUTHOR
National Service of Meteorology and Hydrology of Peru (SENAMHI), Lima 15072, Peru
Department of Water Resources, Universidad Nacional Agraria La Molina (UNALM), Lima 15012, Peru
Waldo Lavado-Casimiro
National Service of Meteorology and Hydrology of Peru (SENAMHI), Lima 15072, Peru
Department of Water Resources, Universidad Nacional Agraria La Molina (UNALM), Lima 15012, Peru
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Cited
18 citations as recorded by crossref.
- Critical rainfall thresholds for landslides based on extreme rainfall–induced clustered landslides and characteristic rainfall parameter analysis: a case study in Western Qinling Mountains, China S. Liu et al. https://doi.org/10.1007/s10346-026-02722-z
- Impacts of land use and climate changes on hydrological responses in a Peruvian Andean watershed D. Saavedra et al. https://doi.org/10.2166/wcc.2025.820
- Predicting deep-seated landslide displacement on Taiwan's Lushan through the integration of convolutional neural networks and the Age of Exploration-Inspired Optimizer J. Chou et al. https://doi.org/10.5194/nhess-25-119-2025
- Differences in factors determining landslide hazards among three types of landslides in Japan Y. Shinohara & Y. Watanabe https://doi.org/10.1007/s11069-023-06075-x
- Benchmarking meteorological drought exposure across Peru using the NIFT index H. Llauca et al. https://doi.org/10.1080/02626667.2026.2673179
- Shifting sediment sources in a changing climate: provenance and transfer in the semi-arid Andes in central Chile T. Villaseñor et al. https://doi.org/10.1016/j.geomorph.2025.109960
- A Comparative Study of Landslide Susceptibility Mapping Using Bagging PU Learning in Class-Prior Probability Shift Datasets L. Zhao et al. https://doi.org/10.3390/rs15235547
- Evaluación de la cinemática del deslizamiento de Cuenca en los Andes de Perú central mediante técnicas fotogramétricas y geodésicas W. Quiroz et al. https://doi.org/10.4995/raet.2024.21785
- Rainfall-Induced landslide susceptibility prediction considering spatial heterogeneity X. Zhang & A. Erdi https://doi.org/10.1016/j.eqrea.2025.100400
- Bridging data gaps in landslide early warning: Physics-derived rainfall thresholds under rainfall uncertainty H. Zou et al. https://doi.org/10.1016/j.enggeo.2026.108608
- Impact of climate change on the magnitude and extent of riverine floods in a Peruvian Andean–Amazonian basin D. Saavedra et al. https://doi.org/10.3389/frwa.2026.1709082
- Rainfall Erosivity in Peru: A New Gridded Dataset Based on GPM-IMERG and Comprehensive Assessment (2000–2020) L. Gutierrez et al. https://doi.org/10.3390/rs15225432
- Impact-based forecasting to cope with riverine floods in a Peruvian Andes-Amazon basin D. Saavedra et al. https://doi.org/10.1080/02626667.2026.2634955
- Spatio-temporal variability of landslides as indicator of climate change impact: Towards an Italian national scale integrated procedure for the rainfall role analysis in landslide dynamics M. Delchiaro et al. https://doi.org/10.1016/j.ijdrr.2026.106252
- Detection and characterization of precipitation extremes and geohydrological hazards over a transboundary Alpine area based on different methods and climate datasets A. Crespi et al. https://doi.org/10.5194/nhess-26-1975-2026
- Temporal connections between extreme precipitation and humid heat S. Johnson et al. https://doi.org/10.1088/1748-9326/ad7edc
- Preface: Hydro-meteorological extremes and hazards: vulnerability, risk, impacts, and mitigation F. Marra et al. https://doi.org/10.5194/nhess-25-2565-2025
- Empirical rainfall thresholds for mudflow events in an arid basin of the Peruvian coast A. Goyburo et al. https://doi.org/10.3389/frwa.2025.1637115
18 citations as recorded by crossref.
- Critical rainfall thresholds for landslides based on extreme rainfall–induced clustered landslides and characteristic rainfall parameter analysis: a case study in Western Qinling Mountains, China S. Liu et al. https://doi.org/10.1007/s10346-026-02722-z
- Impacts of land use and climate changes on hydrological responses in a Peruvian Andean watershed D. Saavedra et al. https://doi.org/10.2166/wcc.2025.820
- Predicting deep-seated landslide displacement on Taiwan's Lushan through the integration of convolutional neural networks and the Age of Exploration-Inspired Optimizer J. Chou et al. https://doi.org/10.5194/nhess-25-119-2025
- Differences in factors determining landslide hazards among three types of landslides in Japan Y. Shinohara & Y. Watanabe https://doi.org/10.1007/s11069-023-06075-x
- Benchmarking meteorological drought exposure across Peru using the NIFT index H. Llauca et al. https://doi.org/10.1080/02626667.2026.2673179
- Shifting sediment sources in a changing climate: provenance and transfer in the semi-arid Andes in central Chile T. Villaseñor et al. https://doi.org/10.1016/j.geomorph.2025.109960
- A Comparative Study of Landslide Susceptibility Mapping Using Bagging PU Learning in Class-Prior Probability Shift Datasets L. Zhao et al. https://doi.org/10.3390/rs15235547
- Evaluación de la cinemática del deslizamiento de Cuenca en los Andes de Perú central mediante técnicas fotogramétricas y geodésicas W. Quiroz et al. https://doi.org/10.4995/raet.2024.21785
- Rainfall-Induced landslide susceptibility prediction considering spatial heterogeneity X. Zhang & A. Erdi https://doi.org/10.1016/j.eqrea.2025.100400
- Bridging data gaps in landslide early warning: Physics-derived rainfall thresholds under rainfall uncertainty H. Zou et al. https://doi.org/10.1016/j.enggeo.2026.108608
- Impact of climate change on the magnitude and extent of riverine floods in a Peruvian Andean–Amazonian basin D. Saavedra et al. https://doi.org/10.3389/frwa.2026.1709082
- Rainfall Erosivity in Peru: A New Gridded Dataset Based on GPM-IMERG and Comprehensive Assessment (2000–2020) L. Gutierrez et al. https://doi.org/10.3390/rs15225432
- Impact-based forecasting to cope with riverine floods in a Peruvian Andes-Amazon basin D. Saavedra et al. https://doi.org/10.1080/02626667.2026.2634955
- Spatio-temporal variability of landslides as indicator of climate change impact: Towards an Italian national scale integrated procedure for the rainfall role analysis in landslide dynamics M. Delchiaro et al. https://doi.org/10.1016/j.ijdrr.2026.106252
- Detection and characterization of precipitation extremes and geohydrological hazards over a transboundary Alpine area based on different methods and climate datasets A. Crespi et al. https://doi.org/10.5194/nhess-26-1975-2026
- Temporal connections between extreme precipitation and humid heat S. Johnson et al. https://doi.org/10.1088/1748-9326/ad7edc
- Preface: Hydro-meteorological extremes and hazards: vulnerability, risk, impacts, and mitigation F. Marra et al. https://doi.org/10.5194/nhess-25-2565-2025
- Empirical rainfall thresholds for mudflow events in an arid basin of the Peruvian coast A. Goyburo et al. https://doi.org/10.3389/frwa.2025.1637115
Saved (final revised paper)
Latest update: 09 Jun 2026
Short summary
This study is the first approximation of regional rainfall thresholds for shallow landslide occurrence in Peru. This research was generated from a gridded precipitation data and landslide inventory. The analysis showed that the threshold based on the combination of mean daily intensity–duration variables gives the best results for separating rainfall events that generate landslides. Through this work the potential of thresholds for landslide monitoring at the regional scale is demonstrated.
This study is the first approximation of regional rainfall thresholds for shallow landslide...
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