| Name: | Description: | Size: | Format: | |
|---|---|---|---|---|
| 11.32 MB | Adobe PDF |
Advisor(s)
Abstract(s)
The scenic value of landscapes within Geoparks is often attributed to the geomorphological processes that have shaped them in the past or up to the present day, including
landslides. However, these processes also pose significant threats to the integrity of geosites and the safety of visitors, highlighting the need for risk prevention and mitigation
plans for geohazards. The Caminhos dos Cânions do Sul Geopark (southern Brazil) lacks
landslide inventories and susceptibility maps, essential for conducting practical geohazard
risk analyses. This study addresses this gap by compiling a landslide inventory of the
major events over the past 30 years, using a rule-based Object-Based Image Analysis
(OBIA) approach, and assessing the susceptibility for four modeling domains within the
Geopark using the Information Value method. Seven independent variables (aspect, slope,
topographic wetness index, terrain ruggedness index, geomorphons, elevation, and curvature) were selected, resulting in 120 combinations for each modeling domain. For each
predisposing factor combination, model performance was assessed using the area under
the Receiver Operating Characteristics (ROC) curve, and the conditional independence
of variables was evaluated. The best models for each domain were selected based on the
criteria of conditional independence, goodness of fit, and number of variables. The final
landslide susceptibility map was produced by merging the best three models’ results. The
resulting susceptibility classification indicates that many geosites are located in areas with
moderate to very high susceptibility or within zones likely to experience material transport
or deposition.
Description
Keywords
Global Geoparks Network Serra Geral Escarpment Object-based image analysis Information value method
Pedagogical Context
Citation
Sugiyama, M.T.O., Bonini, J.E., Martins, T.D., Gomes, M. C. V., Pereira, S. & Vieira, B. C. (2025). Statistically-based regional landslide susceptibility assessment in the UNESCO global geopark Caminhos dos Cânions do Sul (Brazil). Natural Hazards [online first]. https://doi.org/10.1007/s11069-025-07478-8
Publisher
Springer Nature