## InSAR deformation rainfall coupled landslide hazard assessment time-dependent probability 2025-04-01
  10.2139/ssrn.6900341 | Dynamic landslide hazard assessment by log-odds assimilation of rainfall and MT-InSAR deformation: the June 20 | 2026 | ? | Gu
  10.3390/rs17132265 | Landslide Hazard Assessment Under Record-Breaking Extreme Rainfall: Integration of SBAS-InSAR and Machine Lear | 2025 | Remote Sensing | Zheng
  10.1016/j.geomat.2026.100134 | Slope-constrained InSAR reveals 3D deformation and rainfall–deformation associations of the Luoyugou landslide | 2026 | Geomatica | Hu
  10.21203/rs.3.rs-7646036/v1 | Regional Hazard Assessment of Rainfall–Induced Landslide Considering Human Activity Intensity | 2025 | ? | Xu
  10.3390/app15084143 | Geological Hazard Risk Assessment Based on Time-Series InSAR Deformation: A Case Study of Xiaojin County, Chin | 2025 | Applied Sciences | Li
## rainfall threshold conditioned on InSAR deformation landslide early warning 2025-04-01
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.2139/ssrn.6959220 | A Flexible Threshold-Based Framework for Regional Rainfall-Induced Landslide Early Warning: Definition and Per | 2026 | ? | Xi
  10.64252/j7eg6966 | Rainfall Threshold-Based Landslide Early Warning System for Arunachal Pradesh | 2025 | International Journal of Envir | Senthilkumar
  10.1016/j.jhydrol.2026.136435 | Regional landslide early warning through machine-learning-based rainfall threshold and hydromorphological slop | 2026 | Journal of Hydrology | Xiong
  10.1016/j.geomat.2026.100134 | Slope-constrained InSAR reveals 3D deformation and rainfall–deformation associations of the Luoyugou landslide | 2026 | Geomatica | Hu
## Sentinel-1 time series precursory deformation rainfall threshold landslide forecasting lead time 2025-04-01
  10.2139/ssrn.6380938 | Machine Learning and Explainable Deep Learning for Forecasting Landslide Deformation using EGMS Time Series | 2026 | ? | Capone
  10.5194/egusphere-egu26-15752 | Spatio-temporal rainfall controls on landslide triggering: can space be used in place of time in threshold def | 2026 | ? | Bresolin Junior
  10.62622/teiee.026.4.3.17-27 | Time Series Modelling and Forecasting of Temperature and Rainfall in Nigeria Using ARIMA Models | 2026 | Trends in Ecological and Indoo | Odiana
  10.20944/preprints202512.0191.v1 | Consecutive Threshold Learning for Interpretable RUL Forecasting in Industrial Time Series | 2025 | ? | Thompson
  10.21203/rs.3.rs-8000301/v1 | Forecasting of Rainfall in Malaysia Using Time Series Analysis | 2025 | ? | BAHROM
## InSAR landslide early warning false alarm rainfall threshold evaluation 2025-04-01
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.2139/ssrn.6959220 | A Flexible Threshold-Based Framework for Regional Rainfall-Induced Landslide Early Warning: Definition and Per | 2026 | ? | Xi
  10.64252/j7eg6966 | Rainfall Threshold-Based Landslide Early Warning System for Arunachal Pradesh | 2025 | International Journal of Envir | Senthilkumar
  10.1016/j.jhydrol.2026.136435 | Regional landslide early warning through machine-learning-based rainfall threshold and hydromorphological slop | 2026 | Journal of Hydrology | Xiong
  10.3390/su18189473 | Gas Indices and Deep Learning for Early Warning of Coal Spontaneous Combustion: A False-Alarm-Controlled Evalu | 2026 | Sustainability | Cinar
## Xinmo landslide InSAR rainfall 2025-04-01
  10.1080/19475705.2025.2595697 | Characterizing the dynamics of precipitation-induced landslide via multi-scale decomposition of time-series In | 2025 | Geomatics, Natural Hazards and | Wang
  10.1109/jstars.2026.3662761 | Automated Time-Series InSAR Monitoring and Failure Prediction of Active Landslides: A Case Study of the Xinmo  | 2026 | IEEE Journal of Selected Topic | Li
  10.1016/j.geomat.2026.100134 | Slope-constrained InSAR reveals 3D deformation and rainfall–deformation associations of the Luoyugou landslide | 2026 | Geomatica | Hu
  10.3390/rs17132265 | Landslide Hazard Assessment Under Record-Breaking Extreme Rainfall: Integration of SBAS-InSAR and Machine Lear | 2025 | Remote Sensing | Zheng
  10.1038/s41598-026-45241-6 | Exploring rainfall effects on the Xingfu Dayuan Landslide in Yecheng, Xinjiang, China using time-series InSAR  | 2026 | Scientific Reports | Tian
## LiCSBAS landslide deformation rainfall 2025-04-01
  10.5194/egusphere-egu26-10370 | Deformation Mechanism of an Intermittent Rainfall-Induced Gently Dipping Accumulation Landslide | 2026 | ? | Zhong
  10.1016/j.geomat.2026.100134 | Slope-constrained InSAR reveals 3D deformation and rainfall–deformation associations of the Luoyugou landslide | 2026 | Geomatica | Hu
  10.1007/s10346-026-02796-9 | Deformation mechanism of landslide reactivation triggered by combined effects of rainfall and excavation: a ca | 2026 | Landslides | Liu
  10.5194/egusphere-egu26-13949 | Monitoring conflict-driven ground deformation in agricultural land using Sentinel-1 LiCSBAS time series. | 2026 | ? | Paul
  10.1007/s11069-025-07836-6 | Surface deformation trend of the rainfall induced landslide during the pre-slip stage | 2025 | Natural Hazards | Yang
## resolution coherence decorrelation steep slope InSAR landslide precursory deformation detectability 2025-04-01
  10.5194/egusphere-egu26-238 | Assessing Slope Stability and Landslide Hazards using InSAR-Based Deformation Monitoring In the India and Viet | 2026 | ? | Manocha
  10.1016/j.geomat.2026.100134 | Slope-constrained InSAR reveals 3D deformation and rainfall–deformation associations of the Luoyugou landslide | 2026 | Geomatica | Hu
  10.1038/s41598-026-54884-4 | High-temporal-resolution slope-aspect deformation extraction and evolution analysis of the Xiongba landslide g | 2026 | Scientific Reports | Jing
  10.1016/j.prostr.2026.06.129 | Landslide-infrastructure interaction: slope gravitational deformation on a steep slope in stiff clay upstream  | 2026 | Procedia Structural Integrity | Di Taranto
  10.5194/isprs-archives-xlviii-5-w4-2025-213-2026 | PS-InSAR Analysis of Precursory Deformation Before the September 2018 Naga Landslide, Philippines | 2026 | The International Archives of  | Ricofuerto
## InSAR observability landslide early warning decorrelation layover shadow visibility hazard 2025-04-01
  10.21203/rs.3.rs-10987290/v1 | Terrain Analysis and Landslide Monitoring: Advances in Conventional and Remote Sensing Techniques for Hazard A | 2026 | ? | Koliokosta
  10.1109/compsac69091.2026.00373 | Deep Learning-Based Landslide Early Warning: Forecasting with InSAR Time-Series | 2026 | 2026 IEEE 50th Annual Computer | Tuladhar
  10.5194/egusphere-egu26-16040 | Towards an Operational InSAR Framework on HPC for Time-Critical Landslide Precursor Detection and Early Warnin | 2026 | ? | Singh
  10.4018/979-8-3373-7345-4.ch005 | Integrated Multi-Hazard Early Warning Systems | 2026 | Building Resilience Through Mu | Fadiya
  10.1371/journal.pone.0323650 | Landslide hazard early warning method for rock slopes using a hybrid LSTM-SARIMA data-driven model | 2025 | PLOS One | Dai
## dynamic landslide hazard Bayesian updating InSAR velocity rainfall 2025-04-01
  10.2139/ssrn.6900341 | Dynamic landslide hazard assessment by log-odds assimilation of rainfall and MT-InSAR deformation: the June 20 | 2026 | ? | Gu
  10.3390/rs17132265 | Landslide Hazard Assessment Under Record-Breaking Extreme Rainfall: Integration of SBAS-InSAR and Machine Lear | 2025 | Remote Sensing | Zheng
  10.3390/rs17183210 | Dynamic Landslide Susceptibility Assessment in the Yalong River Alpine Gorge Region Integrating InSAR-Derived  | 2025 | Remote Sensing | Li
  10.1016/j.jrmge.2025.07.008 | Bayesian deep learning framework for updating landslide susceptibility assessment based on epistemic uncertain | 2026 | Journal of Rock Mechanics and  | Chen
  10.2139/ssrn.7434639 | Dynamic Model Updating in Distributed Financial Systems with Encrypted Bayesian Aggregation | 2026 | ? | Cullen
## Maoxian landslide hazard InSAR 2025-04-01
  10.3390/rs17132265 | Landslide Hazard Assessment Under Record-Breaking Extreme Rainfall: Integration of SBAS-InSAR and Machine Lear | 2025 | Remote Sensing | Zheng
  10.1007/s10346-025-02578-9 | Back analysis key parameters of Scoops3D model using SBAS-InSAR technology for regional landslide hazard asses | 2025 | Landslides | Li
  10.1109/iciet70550.2026.11712825 | InSAR-Guard: Lightweight AI Framework for Landslide Hazard Detection | 2026 | 2026 International Conference  | Chandran
  10.3390/s26082455 | Landslide Hazard Identification and Prediction in Complex Mountainous Areas Using Ascending and Descending Orb | 2026 | Sensors | Zhao
  10.3390/pr14121844 | Landslide Hazard InSAR Monitoring and Stability Evaluation Method for Large Open-Pit Mines: A Case Study of th | 2026 | Processes | Zhou
## CHIRPS rainfall landslide threshold Sichuan 2025-04-01
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.5194/egusphere-egu26-15739 | Three-Dimensional Landslide Rainfall Threshold Model Driven by Multi-Source Rainfall Data: Development and Per | 2026 | ? | Sun
  10.1080/19475705.2025.2487805 | Enhancing landslide-scale rainfall threshold predictive modeling for rainfall-induced red-bed soft rock landsl | 2025 | Geomatics, Natural Hazards and | Li
  10.5194/egusphere-egu26-17324 | Machine learning and rainfall threshold-based assessment of landslide hazards in Vietnam | 2026 | ? | Trung Hieu
  10.1201/9781003645931-72 | Comparative assessment of antecedent rainfall threshold for roadside landslide prediction | 2025 | GeoVadis | Neupane
## probabilistic landslide early warning combining deformation velocity and rainfall thresholds regional 2025-04-01
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.5194/egusphere-egu25-276 | Multi-Scale Rainfall Thresholds for Landslide Prediction: Advancing Early Warning Systems in Diverse Landscape | 2025 | ? | Dahal
  10.1016/j.enggeo.2025.108249 | Slope-specific rainfall thresholds for regional landslide early warning systems | 2025 | Engineering Geology | Xie
  10.5194/egusphere-egu26-15316 | Deformation-informed hydrometeorological thresholds for landslide early warning: inventory enhancement and spa | 2026 | ? | Feng
  10.2139/ssrn.6959220 | A Flexible Threshold-Based Framework for Regional Rainfall-Induced Landslide Early Warning: Definition and Per | 2026 | ? | Xi
## deformation-conditioned rainfall threshold landslide InSAR velocity lowers threshold 2025-04-14
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.5194/egusphere-egu26-15739 | Three-Dimensional Landslide Rainfall Threshold Model Driven by Multi-Source Rainfall Data: Development and Per | 2026 | ? | Sun
  10.1016/j.geomat.2026.100134 | Slope-constrained InSAR reveals 3D deformation and rainfall–deformation associations of the Luoyugou landslide | 2026 | Geomatica | Hu
  10.5194/egusphere-egu26-17324 | Machine learning and rainfall threshold-based assessment of landslide hazards in Vietnam | 2026 | ? | Trung Hieu
  10.1201/9781003645931-72 | Comparative assessment of antecedent rainfall threshold for roadside landslide prediction | 2025 | GeoVadis | Neupane
## landslide early warning lead time false alarm rate InSAR rainfall retrospective single event 2025-04-14
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.1109/compsac69091.2026.00373 | Deep Learning-Based Landslide Early Warning: Forecasting with InSAR Time-Series | 2026 | 2026 IEEE 50th Annual Computer | Tuladhar
  10.5194/egusphere-egu26-16040 | Towards an Operational InSAR Framework on HPC for Time-Critical Landslide Precursor Detection and Early Warnin | 2026 | ? | Singh
  10.5194/egusphere-egu25-276 | Multi-Scale Rainfall Thresholds for Landslide Prediction: Advancing Early Warning Systems in Diverse Landscape | 2025 | ? | Dahal
  10.2139/ssrn.7583829 | Evaluating thermal runaway early warning in lithium-ion batteries: A framework for lead time, false alarms and | 2026 | ? | Song
## InSAR rainfall landslide warning without inventory false alarm upper bound null baseline 2025-04-14
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.5194/egusphere-egu25-276 | Multi-Scale Rainfall Thresholds for Landslide Prediction: Advancing Early Warning Systems in Diverse Landscape | 2025 | ? | Dahal
  10.1201/9781032647326-1 | General Views on Recent Rainfall and Landslide Events | 2026 | Slope Monitoring for Early War | Towhata
  10.1109/compsac69091.2026.00373 | Deep Learning-Based Landslide Early Warning: Forecasting with InSAR Time-Series | 2026 | 2026 IEEE 50th Annual Computer | Tuladhar
  10.5194/egusphere-2026-2156 | Review article: Rainfall-Induced Landslide Early Warning System: Advances, Gaps, and Perspectives | 2026 | ? | Salam
## Sentinel-1 multilooked 100 m coherence loss steep slope precursor detectability high-position landslide 2025-04-14
  10.1029/2025wr040499 | Shallow Landslide Accelerates Soil Carbon and Nitrogen Loss by Facilitating Sediment Production in Steep Gully | 2025 | Water Resources Research | Chen
  10.1088/2631-8695/ae87f9/v2/review1 | Review for "Field Experiment and Effect Evaluation of Shaped Charge Pre-splitting Blasting Technique in High-S | 2026 | ? | None
  10.1088/2631-8695/ae87f9/v1/review1 | Review for "Field Experiment and Effect Evaluation of Shaped Charge Pre-splitting Blasting Technique in High-S | 2026 | ? | None
  10.1088/2631-8695/ae87f9/v2/review2 | Review for "Field Experiment and Effect Evaluation of Shaped Charge Pre-splitting Blasting Technique in High-S | 2026 | ? | None
  10.1088/2631-8695/ae87f9/v1/review2 | Review for "Field Experiment and Effect Evaluation of Shaped Charge Pre-splitting Blasting Technique in High-S | 2026 | ? | None
## spatial resolution dependence of precursory deformation detection landslide InSAR multilooking 2025-04-14
  10.5194/isprs-archives-xlviii-5-w4-2025-213-2026 | PS-InSAR Analysis of Precursory Deformation Before the September 2018 Naga Landslide, Philippines | 2026 | The International Archives of  | Ricofuerto
  10.3390/rs17213514 | Hybrid-SegUFormer: A Hybrid Multi-Scale Network with Self-Distillation for Robust Landslide InSAR Deformation  | 2025 | Remote Sensing | Zhao
  10.5194/egusphere-egu26-238 | Assessing Slope Stability and Landslide Hazards using InSAR-Based Deformation Monitoring In the India and Viet | 2026 | ? | Manocha
  10.3390/rs18081128 | Deformation Characteristics of Lumei Landslide in the Tibetan Plateau Combined with PS-InSAR and SBAS-InSAR | 2026 | Remote Sensing | Wen
  10.2139/ssrn.7545239 | InSAR-AdapterSAM: Few-Shot Adaptation for Cross-Regional Landslide Mapping from InSAR Deformation Maps | 2026 | ? | He
## InSAR data availability coherence mask early warning fallback rainfall-only observability 2025-04-14
  10.1201/9781032647326-5 | Rainfall Criterion for Early Warning | 2026 | Slope Monitoring for Early War | Towhata
  10.3389/feart.2026.1917042 | Early warning method for rainfall-induced debris flow based on LSTM and InSAR technology | 2026 | Frontiers in Earth Science | He
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.2139/ssrn.7506824 | Hybrid Deep Learning-Based Rainfall–Runoff Prediction Using LSTM–XGBoost Models for Flood Early Warning in Dat | 2026 | ? | Ali
  10.3390/rs18152624 | A Data-Driven InSAR Failure-Risk Index for Early Warning of Mining Infrastructure Instability: The Çöpler Case | 2026 | Remote Sensing | Cavur
## landslide forecasting InSAR rainfall evaluation metrics lead time instead of AUC 2025-04-14
  10.1109/compsac69091.2026.00373 | Deep Learning-Based Landslide Early Warning: Forecasting with InSAR Time-Series | 2026 | 2026 IEEE 50th Annual Computer | Tuladhar
  10.1038/s41598-026-45241-6 | Exploring rainfall effects on the Xingfu Dayuan Landslide in Yecheng, Xinjiang, China using time-series InSAR  | 2026 | Scientific Reports | Tian
  10.5194/egusphere-egu26-15739 | Three-Dimensional Landslide Rainfall Threshold Model Driven by Multi-Source Rainfall Data: Development and Per | 2026 | ? | Sun
  10.1061/9780784486498.007 | Integration of Physics-Informed Neural Networks and Transfer Learning for Rainfall-Induced Landslide Forecasti | 2025 | Geo-Extreme 2025 | Cao
  10.1016/j.geomat.2026.100134 | Slope-constrained InSAR reveals 3D deformation and rainfall–deformation associations of the Luoyugou landslide | 2026 | Geomatica | Hu
## LiCSAR LiCSBAS landslide early warning rainfall 2025-04-14
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.1016/j.softx.2026.103119 | LiCSAR-WinFetch: Reproducible LiCSAR acquisition, multi-frame temporal planning, and LiCSBAS-ready organisatio | 2026 | SoftwareX | Du
  10.5194/egusphere-egu25-276 | Multi-Scale Rainfall Thresholds for Landslide Prediction: Advancing Early Warning Systems in Diverse Landscape | 2025 | ? | Dahal
  10.5194/egusphere-egu26-20522 | A Review of Rainfall-induced Landslide Early Warning Systems in the Context of Early Warnings for All Framewor | 2026 | ? | Salam
  10.5194/egusphere-2026-2156 | Review article: Rainfall-Induced Landslide Early Warning System: Advances, Gaps, and Perspectives | 2026 | ? | Salam
## effective rainfall InSAR acceleration threshold coupling landslide temporal probability 2025-04-14
  10.5194/egusphere-egu26-15752 | Spatio-temporal rainfall controls on landslide triggering: can space be used in place of time in threshold def | 2026 | ? | Bresolin Junior
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.5194/egusphere-egu26-15739 | Three-Dimensional Landslide Rainfall Threshold Model Driven by Multi-Source Rainfall Data: Development and Per | 2026 | ? | Sun
  10.2139/ssrn.6626102 | InSAR-based three-dimensional landslide deformation prediction via a spatio-temporal graph neural network with | 2026 | ? | Zhang
  10.5194/egusphere-egu26-17967 | Assessing Climate-Driven Changes in Rainfall-Induced Landslide Probability Using Distributed Hydrological Mode | 2026 | ? | Arnone
## Xinmo landslide precursor Sentinel-1 rainfall threshold early warning 2025-04-14
  10.5194/egusphere-egu26-11334 | Refined Meteorological Early Warning for Rainfall-Induced Landslide Based on Probabilistic Rainfall threshold | 2026 | ? | Song
  10.2139/ssrn.6959220 | A Flexible Threshold-Based Framework for Regional Rainfall-Induced Landslide Early Warning: Definition and Per | 2026 | ? | Xi
  10.64252/j7eg6966 | Rainfall Threshold-Based Landslide Early Warning System for Arunachal Pradesh | 2025 | International Journal of Envir | Senthilkumar
  10.1016/j.jhydrol.2026.136435 | Regional landslide early warning through machine-learning-based rainfall threshold and hydromorphological slop | 2026 | Journal of Hydrology | Xiong
  10.5194/egusphere-egu25-276 | Multi-Scale Rainfall Thresholds for Landslide Prediction: Advancing Early Warning Systems in Diverse Landscape | 2025 | ? | Dahal
