Samuele Segoni - Publications, H-index & Citations

Samuele Segoni

university of florence

43H指数

197论文数

7.1K被引数

收录论文 59

发表时间

An interpretable spatiotemporal deep learning framework for rainfall-induced landslide prediction based on susceptibility dynamic updates 基于易发性动态更新的可解释时空深度学习框架在降雨诱发滑坡预测中的应用

Bulletin of Engineering Geology and the Environment

IF4.2

2026-09-12

PREAI

Shilin Zhu; Lixia Chen; Kunlong Yin; Zhenghua Liu; Linyin Dai; Xingchen Zhang; Samuele Segoni

Advancing landslide early warning in the Indian Himalayas: SIGMA-based rainfall thresholds for Chamoli district 在印度喜马拉雅山地区推进滑坡预警: 基于SIGMA的Chamoli地区降雨阈值

Natural Hazards

IF3.7

2026-01-28

PREAI

Kunal Gupta; Neelima Satyam; Samuele Segoni

Integrated early warning method for landslide acceleration and expansion based on GB-InSAR monitoring 基于GB-InSAR监测的滑坡加速与扩张集成早期预警方法

Earth Surface Processes and Landforms

IF2.7

2026-01-01

PREAI

Xiao, Ting; Tian, Weiming; Segoni, Samuele; Intrieri, Emanuele; Deng, Yunkai; Liao, Yunping

Creative destruction revisited: regional impacts of natural disasters beyond GDP 创造性破坏再探：自然灾害超越GDP的区域影响

Regional Studies

IF4.2

2025-09-23

PREAI

Stefano Clò; Lorenzo Ciulla; Federico Martellozzo; Alessio Gatto; Samuele Segoni

Understanding the spatial patterns of major geo-hydrological disasters in Italy using the CatBoost algorithm 使用CatBoost算法理解意大利主要地质水文灾害的空间格局

Science of The Total Environment

IF8

2025-08-29

OAAI

Samuele Segoni; Nicola Nocentini; Rajendran Shobha Ajin; Alessio Gatto; Riccardo Fanti

Double-Threshold Validation Tool (DTVT): from landslide hazard maps to operational early warning systems 双阈值验证工具（DTVT）：从滑坡灾害图到运行早期预警系统

International Journal of Disaster Risk Reduction

IF4.5

2025-08-27

PREAI

Nicola Nocentini; Samuele Segoni; Ascanio Rosi; Riccardo Fanti

Quantitative landslide risk assessment for Italy 意大利定量滑坡风险评估

Landslides

IF7

2025-08-11

OAAI

Francesco Caleca; Veronica Tofani; Federico Raspini; Samuele Segoni; Nicola Casagli

Leveraging artificial intelligence to quantify slope rainfall sensitivity for refining regional landslide rainfall thresholds 利用人工智能量化坡面降雨敏感性以完善区域滑坡降雨阈值

Engineering Geology

IF8.4

2025-07-23

PREAI

Yuhang Zhu; Kunlong Yin; Ye Li; Haoran Yang; Hong Chen; Chao Zhou; Samuele Segoni

Landslide susceptibility assessment of the Wanzhou district: Merging landslide susceptibility modelling (LSM) with InSAR-derived ground deformation map 万州区的滑坡易发性评价：融合滑坡易发性建模（LSM）与InSAR衍生的地表变形图

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2025-02-01

PREAI

Zhou, Chao; Gan, Lulu; Cao, Ying; Wang, Yue; Segoni, Samuele; Shi, Xuguo; Motagh, Mahdi; Singhc, Ramesh P.

A novel prototype national-scale landslide nowcasting system for Italy combining rainfall thresholds and risk indicators 结合降雨阈值和风险指标的意大利新型原型国家规模滑坡临近预报系统

LANDSLIDES

IF7

2025-01-11

OAAI

Segoni, Samuele; Nocentini, Nicola; Barbadori, Francesco; Medici, Camilla; Gatto, Alessio; Rosi, Ascanio; Casagli, Nicola

Shifting from traditional landslide occurrence modeling to scenario estimation with a glass-box machine learning

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2024-11-01

OAAI

Caleca, Francesco; Confuorto, Pierluigi; Raspini, Federico; Segoni, Samuele; Tofani, Veronica; Casagli, Nicola; Moretti, Sandro

Optimization of SVR and CatBoost models using metaheuristic algorithms to assess landslide susceptibility

SCIENTIFIC REPORTS

IF3.9

2024-10-22

OAAI

Ajin, Rajendran Shobha; Segoni, Samuele; Fanti, Riccardo

The downward spiral entangling soil sealing and hydrogeological disasters

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2024-07-16

OAAI

Gatto, Alessio; Martellozzo, Federico; Clo', Stefano; Ciulla, Lorenzo; Segoni, Samuele

Regional-scale spatiotemporal landslide probability assessment through machine learning and potential applications for operational warning systems: a case study in Kvam (Norway)

LANDSLIDES

IF7

2024-06-12

OAAI

Nocentini, Nicola; Rosi, Ascanio; Piciullo, Luca; Liu, Zhongqiang; Segoni, Samuele; Fanti, Riccardo

A comparative study of empirical and machine learning approaches for soil thickness mapping in the Joshimath region (India)在Joshimath地区 (印度) 进行土壤厚度制图的经验和机器学习方法的比较研究

CATENA

IF5.7

2024-06-01

PREAI

Gupta, Kunal; Satyam, Neelima; Segoni, Samuele

The impact of hydrogeological events on firms: Evidence from Italy

JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT

IF5.9

2024-03-01

OAAI

Clo, Stefano; David, Francesco; Segoni, Samuele

Optimization of rainfall thresholds for landslide early warning through false alarm reduction and a multi-source validation

LANDSLIDES

IF7

2023-11-28

OAAI

Nocentini, Nicola; Medici, Camilla; Barbadori, Francesco; Gatto, Alessio; Franceschini, Rachele; del Soldato, Matteo; Rosi, Ascanio; Segoni, Samuele

Generating soil thickness maps by means of geomorphological-empirical approach and random forest algorithm in Wanzhou County, Three Gorges Reservoir 通过地貌经验方法和随机森林算法生成三峡水库万州县的土壤厚度图

GEOSCIENCE FRONTIERS

IF8.9

2023-03-01

OAAI

Xiao, Ting; Segoni, Samuele; Liang, Xin; Yin, Kunlong; Casagli, Nicola

A prototype landslide early warning system in Rize (Turkey): analyzing recent impacts to design a safer future

LANDSLIDES

IF7

2022-11-16

PREAI

Segoni, Samuele; Serengil, Yusuf; Aydin, Fatih

Application of Empirical Approaches for Fast Landslide Hazard Management: The Case Study of Theilly (Italy)经验方法在快速滑坡灾害管理中的应用: Theilly (意大利) 的案例研究

WATER

IF3

2022-10-31

OAAI

Segoni, Samuele; Barbadori, Francesco; Gatto, Alessio; Casagli, Nicola

研究方向