Latest Research in Methodology

21 research papers · 2026 median publication year

Top Research Topics in Methodology

Highest-Cited Papers

  1. Bayesian forecasting of triggered landslides
  2. Annual geospatial foundation model embeddings for landslide susceptibility assessment in Taiwan
  3. Landslide susceptibility assessment along China’s railways assisted by machine learning
  4. Integrating Grid-Based Random Forest Predictions with Slope Units for Landslide Susceptibility Mapping
  5. Spatially-Indexed Longitudinal Distributional Outcome Regression for Environmental Monitoring
  6. A Dynamic Early Warning Model for Rainfall-Induced Landslides Coupling Slope Units and Rainfall Thresholds: A Case Study of Jinyang County, Southwest China
  7. Thorpe Analysis of Atmospheric Turbulence in Parts of Inner Mongolia and Guangdong, China, Based on a Round-Trip Intelligent Sounding System
  8. A Machine Learning Framework for Regional Identification of Landslide and Debris Flow Hazard Chains
  9. Hybrid Ensemble Machine Learning for Landslide Susceptibility Mapping and Management Planning in the Kamchik Pass, Uzbekistan
  10. Landslide Hazard Assessment Based on a Spatial–Temporal–Magnitude Multiplicative Composite Index: A Case Study of Guiyang in China
  11. Forecast-Ensemble-Based Active Binary-Threshold Query Design for Interval Data Assimilation
  12. Evaluating the Impact of DEM Resolution on Landslide Hazard Assessment: A Comparative Study Using LiDAR and 1:5000 Topographic Map-Derived DEMs
  13. Multi-Hazard Geological Susceptibility Assessment for Sustainable Disaster Risk Reduction Using Slope Units and Interpretable Machine Learning: A Case Study of Tongren City, Qinghai Province, China
  14. Hillslope memory of sequential earthquakes
  15. Impact on Data Assimilation of Extended Coverage of GNSS Zenith Total Delay Network in Southern Part of the MetCoOp Domain
  16. Mapping landslide susceptibility and assessing population exposure in Bhojpur District, Nepal, using machine learning
  17. The Ensemble Kalman Inversion Race (3 citations)
  18. GIS-based landslide hazard zonation and risk mapping along NH-9 in the Himalaya using ensemble machine learning and ANN models
  19. Inventory, Susceptibility Assessment, and Morphometric Characteristics of Landslides in Lanping County, Yunnan, China
  20. Power-Law Characteristics of Spatiotemporal Evolution of Global Landslide Fatalities
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L3 Region - - 2026 Sep Q3

Methodology

21 papers

Top Topics (6)

Landslides and related hazards16
Methodology1
Meteorological Phenomena and Simulations1
Systems and Control1
GNSS positioning and interference1
Data Analysis, Statistics and Probability1

Top Publications (20)

1.Bayesian forecasting of triggered landslides2.Annual geospatial foundation model embeddings for landslide susceptibility assessment in Taiwan3.Landslide susceptibility assessment along China’s railways assisted by machine learning4.Integrating Grid-Based Random Forest Predictions with Slope Units for Landslide Susceptibility Mapping5.Spatially-Indexed Longitudinal Distributional Outcome Regression for Environmental Monitoring6.A Dynamic Early Warning Model for Rainfall-Induced Landslides Coupling Slope Units and Rainfall Thresholds: A Case Study of Jinyang County, Southwest China7.Thorpe Analysis of Atmospheric Turbulence in Parts of Inner Mongolia and Guangdong, China, Based on a Round-Trip Intelligent Sounding System8.A Machine Learning Framework for Regional Identification of Landslide and Debris Flow Hazard Chains9.Hybrid Ensemble Machine Learning for Landslide Susceptibility Mapping and Management Planning in the Kamchik Pass, Uzbekistan10.Landslide Hazard Assessment Based on a Spatial–Temporal–Magnitude Multiplicative Composite Index: A Case Study of Guiyang in China11.Forecast-Ensemble-Based Active Binary-Threshold Query Design for Interval Data Assimilation12.Evaluating the Impact of DEM Resolution on Landslide Hazard Assessment: A Comparative Study Using LiDAR and 1:5000 Topographic Map-Derived DEMs13.Multi-Hazard Geological Susceptibility Assessment for Sustainable Disaster Risk Reduction Using Slope Units and Interpretable Machine Learning: A Case Study of Tongren City, Qinghai Province, China14.Hillslope memory of sequential earthquakes15.Impact on Data Assimilation of Extended Coverage of GNSS Zenith Total Delay Network in Southern Part of the MetCoOp Domain16.Mapping landslide susceptibility and assessing population exposure in Bhojpur District, Nepal, using machine learning17.The Ensemble Kalman Inversion Race3c18.GIS-based landslide hazard zonation and risk mapping along NH-9 in the Himalaya using ensemble machine learning and ANN models19.Inventory, Susceptibility Assessment, and Morphometric Characteristics of Landslides in Lanping County, Yunnan, China20.Power-Law Characteristics of Spatiotemporal Evolution of Global Landslide Fatalities
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