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Stay updated with the latest conferences, workshops, publications, and announcements from the landslide research community.

MOOC Probability Analysis in Civil Engineering
2025/02/25 ~ 2026/06/30 Opportunities

Free MOOC (Spring 2026): Probability Analysis in Civil Engineering

Professor Jie Zhang (Tongji University) is offering the free MOOC Probability Analysis in Civil Engineering for Spring 2026, aimed at learners interested in probability, reliability, and risk-informed civil/geotechnical engineering.

Modules: (1) Analytical models for uncertain phenomena; (2) Geotechnical reliability methods; (3) Geotechnical reliability-based design; (4) Bayesian methods for geotechnical applications

Format: Key algorithms are demonstrated step-by-step in Microsoft Excel; learners can join one or multiple modules

Access: Open to all and free to audit via the course page

Scale: About 3,000 students worldwide joined in previous semesters

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Posted: April 8, 2026 | Deadline: June 8, 2026 Opportunities

USGS Cooperative Landslide Hazard Mapping and Assessment Program Announcement for Fiscal Year 2026

The U.S. Geological Survey has opened its FY2026 Cooperative Landslide Hazard Mapping and Assessment Program, supporting state, local, Tribal, and territorial efforts in landslide hazard mapping, risk assessment, public education, and interagency coordination under the National Landslide Preparedness Act.

Posted: April 8, 2026

Closing Date: June 8, 2026

Opportunity Number: G26AS00010

Eligible Applicants: State, local, Tribal, and territorial governments; universities may apply on behalf of eligible state offices

View Opportunity
5th Geodata and AI Frontier Forum
March 21, 2026 (Beijing Time) Conference & Workshop

5th Geodata and AI Frontier Forum

The 5th Geodata and AI Frontier Forum will host four speakers covering data- and AI-driven topics in subsurface characterization, computational geotechnics, climate risk management, and landslides.

Hosted by: Dr. LuLu Zhang from Shanghai Jiao Tong University

Speakers: Dr. Chao Shi (Nanyang Technological University Singapore); Dr. Pin Zhang (National University of Singapore); Dr. Kairui Feng (Tongji University); Dr. Te Xiao (Shanghai Jiao Tong University)

Beijing Time (UTC+8): Saturday, March 21, 2026, 8:50 AM - 11:30 AM

Eastern Time (EDT): Friday, March 20, 2026, 8:50 PM - 11:30 PM

Location: Online (Microsoft Teams Webinar)

register
February 8, 2026 Opportunities

2026 Landslide & Geohazard Grant Opportunities (Rolling Updates)

A living list of 2026 grant calls relevant to landslide and geohazard research, data, and mitigation. Includes major U.S. and international programs, with deadlines and rolling opportunities updated regularly.

Includes: USGS, NASA, NSF, NOAA, EDA, EU programs

Status: Rolling updates as new calls and deadlines are posted

View List
The critical role of soil moisture in compound hazards preview
March 13, 2026 Publication

Review Article: The Critical Role of Soil Moisture in Compound Hazards

A new Nature Geoscience review led by our Community Contributor Dr. Chuxuan Li highlights how soil moisture amplifies and links compound hazards across the Earth system, including drought-heatwave-wildfire interactions, clustered storms, vegetation die-off, landslides, and flooding, and explains why better observations, data assimilation, and modeling are needed to bring soil moisture into hazard early-warning systems.

Type: Review Article

Journal: Nature Geoscience

Published: 13 March 2026

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February 9, 2026 Publication

Top-Journal Landslide-Related Papers (Rolling Updates)

A curated list of landmark landslide papers from top journals, sorted by publication year with the newest first. Updated on a rolling basis.

Journals: Science, Nature Geoscience, Nature Communications, Science Advances, Communications Earth & Environment

Sorting: Newest to oldest

View List
February 10, 2026 Publication

Top-Journal Foundation Models in Earth & Environment (Rolling Updates)

A curated list of top-journal papers on foundation models and adjacent AI paradigms for Earth and environmental applications, sorted by publication year with the newest first.

Journals: Nature, Communications Earth & Environment, Nature Machine Intelligence

Scope: Earth system modeling, weather prediction, geospatial foundation models

View List
NOI: Feb 27, 2026 | Proposals: Apr 14, 2026 Opportunities

NASA ROSES-2025 A.6: LACCE Science Team Call Open (NOI Feb 27, Proposals Apr 14)

NASA ROSES-2025 A.6 Earth Venture Suborbital-4 (EVS-4) Landslide Change Characterization Experiment (LACCE) Science Team solicitation is now open, with a mandatory NOI due Feb 27, 2026 (EST) and proposals due Apr 14, 2026. LACCE is a five-year integrated effort that will use high-resolution, targeted airborne L- and P-band SAR, combined with ground instrumentation, laboratory experiments, and coupled hydro-mechanical modeling, to advance understanding of deep-seated landslides and their responses to rainfall variability and glacier retreat across western California and southern Alaska.

NOI Deadline: February 27, 2026 (EST)

Proposal Deadline: Mandatory NOI due February 27, 2026; Full proposals due April 14, 2026

Research Components: Airborne instruments; Ground instruments; Landslide Remote Sensing; and Laboratory Measurements, Landslide Hydrology Models, and Landslide Deformation Models

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January 29, 2026 Data Release

A Global High-Resolution Precipitation Climate Record: PERSIANN-CCS-CDR Version 2.0

PERSIANN-CCS-CDR V2.0 delivers a global precipitation dataset at 0.04° spatial and 3-hourly temporal resolution. The update addresses inconsistencies in input data by providing two harmonized sub-products: a GridSat-B1–driven record extending back to 1983 and a CPC-4KM–driven record available since March 2000, along with guidance for effective use.

Spatial Resolution: 0.04°

Temporal Resolution: 3-hourly

Records: B1 (1983–present), CPC (Mar 2000–present)

Paper GitHub
NASA ARSET Program
Ongoing Opportunities

NASA's ARSET Program — Free Remote Sensing Training

NASA's ARSET (Applied Remote Sensing Training) program offers free, all-level trainings to help you use NASA Earth observation data for real-world applications—air quality & health, agriculture, disasters, water resources, climate resilience, and wildfires. If you want a practical on-ramp (from "remote sensing fundamentals" to hands-on tools/workflows), ARSET is a great resource—browse upcoming sessions and join their mailing list for updates.

Cost: Free

Levels: Introductory, Intermediate, Advanced

Topics: Air Quality & Health, Agriculture, Disasters, Water Resources, Climate Resilience, Wildfires

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RESS Special Issue
Deadline: May 1, 2026 Opportunities

Call for Papers (Special Issue) — AI-Empowered Reliability, Resilience and Sustainability Analysis for Geotechnical and Underground Engineering

Reliability Engineering & System Safety (RESS) Special Issue invites submissions on AI techniques for geotechnical and underground engineering challenges. Topics include AI-driven data analysis, decision support systems, and reliability/resilience assessment for subsurface infrastructure under complex and uncertain ground conditions.

Journal: Reliability Engineering & System Safety (Elsevier)

Submission Deadline: May 1, 2026

Keywords: AI, geotechnical engineering, underground engineering, reliability, resilience, sustainability, decision support

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Remote Sensing Special Issue
Deadline: April 30, 2026 Opportunities

Call for Papers (Special Issue) — Time-Series Remote Sensing for Geohazard Monitoring and Early Warning

Remote Sensing (MDPI) Special Issue invites submissions on time-series remote sensing for geohazard monitoring and early warning (e.g., landslides, earthquakes, volcanic activity, land subsidence, sinkholes, glacier movements). Time-series remote sensing integrating SAR, optical, LiDAR, UAV, and GNSS supports detection of subtle surface changes and precursory signals.

Journal: Remote Sensing (MDPI)

Deadline for Manuscript Submissions: 30 April 2026

Keywords: Time-series remote sensing, geohazard monitoring, early warning systems, landslides, earthquakes, volcanic activity

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CLaSH Small Grant Program
Deadline: February 4, 2026 Opportunities

CLaSH Small Grant Program 2025-2026

The CLaSH Small Grant Program provides flexible, seed-level funding ($20,000-$40,000) to support creative, high-risk/high-reward projects that advance understanding of interacting land-surface hazards. The program welcomes proposals in AI-driven hazard analysis, site-specific investigations, and weather-related modeling to catalyze integrative studies of multi-hazard cascades.

Award Size: $20,000 - $40,000, including indirect costs

Anticipated Awards: 5 – 9 annually

Project Duration: Up to 12 months (May 1, 2026 - April 30, 2027)

Priority Areas: Site-specific investigations, weather modeling, ML/AI applications

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March 17, 2026 AI Insights

MIDAS AI DIGEST: Meet the AI Sandbox @ AIIR + Showcases | TimeCopilot | NIH Data Catalog | More

The latest MIDAS AI Digest featuring the AI Sandbox at AIIR, the new AI Sandbox Showcases, TimeCopilot for explainable time-series forecasting, the National Cancer Institute Data Catalog, and more AI tools and research resources.

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February 27, 2026 AI Insights

MIDAS AI DIGEST: AI Takes the Lead at the Winter Olympics | GenAI Watermarking | AI Sandbox Showcases | More

The latest MIDAS AI Digest featuring AI-supported Winter Olympics training analysis, watermarking for AI-generated content, the AI Sandbox Showcases, and more AI tools and research resources.

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February 22, 2026 AI Insights

THE 2028 GLOBAL INTELLIGENCE CRISIS
A Thought Exercise in Financial History, from the Future

A scenario-based macro thought exercise (not a prediction) on how abundant AI intelligence could trigger a displacement-driven feedback loop across jobs, consumption, credit markets, and policy by 2028.

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February 12, 2026 AI Insights

MIDAS AI DIGEST: AI Sandbox Showcases Schedule | NVIDIA Clara | IPUMS | Conservation with Google AI | ICYMI | More

The latest MIDAS AI Digest featuring the AI Sandbox Showcases schedule, NVIDIA Clara for healthcare and life-science AI, IPUMS harmonized research data, conservation work with Google AI, and more AI tools and resources.

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January 30, 2026 AI Insights

MIDAS AI DIGEST: AI Sandbox Showcases | TranslateGemma | TerraMosaic | Clinical Trail Randomization Tool | More

The latest MIDAS AI Digest featuring AI Sandbox Showcases, TranslateGemma, TerraMosaic updates, and more AI tools and resources for researchers.

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January 17, 2026 AI Insights

MIDAS AI DIGEST: What's New at the AI Sandbox | TRELLIS.2 | DataONE | ICYMI | More

The latest MIDAS AI Digest featuring updates on the AI Sandbox, TRELLIS.2, DataONE, and more AI tools and resources for researchers.

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May 23, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 23, 2026

This digest curates 65 selected papers and highlights peatland carbon loss from the 2025 Scottish megafire, AI-based gully-erosion science, paraglacial proglacial adjustment with debris-flow and dead-ice signatures, isotope-constrained frozen-soil hydrology, representative-slip-surface slope reliability, real-time TBM face-collapse identification, frozen soil-rock mixture mechanics, Central Texas extreme rainfall, river-floodplain exchange during major floods, rapid European earthquake impact assessment, L-band InSAR snow-water feasibility, SAR and LiDAR terrain retrieval, soil salinization, reservoir water-area inference, tunnel and bridge seismic response, liquefaction mitigation, railway subgrade defects, underground lining inspection, drilling-based stress estimation, groundwater contamination, and rock or soil damage under cyclic, chemical, thermal, and freeze-thaw forcing.

Papers Analyzed: 1257 analyzed

Relevant Papers: 65 selected

Key Topics: peatland megafire, gully erosion AI, proglacial change, frozen-soil hydrology, slope reliability, tunnel face collapse, frozen soil-rock mixtures, extreme rainfall, floodplain exchange, earthquake impact, fire-evapotranspiration feedback, InSAR snow water, sea-level tectonics, pyrocumulonimbus smoke, soil carbon erosion, groundwater contamination, coastal protection, SAR topography, DTM reconstruction, LiDAR ground filtering, wetland change, sea ice, reservoir monitoring, sediment transport, tunnel seismic response, liquefaction, railway subgrade defects, drilling stress estimation

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May 22, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 22, 2026

This digest curates 63 selected papers and highlights the 2025 Blatten rock-ice avalanche cascade, global tectonic rock damage and erosion, continental-scale coastal aquifer salinization, rainfall-induced landslide mapping, DDA-SPH slope instability modelling, microseismic high rock-slope monitoring, natural debris-flow impact forces, seepage-induced levee failure and runout, permafrost sediment connectivity, urban storm response, InSAR-GRACE-GNSS terrestrial water storage, geomorphic flood indexing, typhoon ocean-response observations, graph-attention forest-fire spread, FireMIP for CMIP7, tropical cyclogenesis reconstruction, IDF curve regionalization, extreme precipitation scaling, postfire vegetation recovery, mining-area 3D SAR deformation, SAR-optical snow-cover fusion, tunnel-fault seismic response, landslide acoustic emission, root-reinforced excavation slopes, agentic AI landslide reconstruction, abandoned-mine imaging, DNAPL aquifer inversion, and NMR tailings investigation. The strongest papers connect cascading high-mountain failure, fault-damaged rock strength, salinity memory in coastal aquifers, rainfall-driven slope failure, and debris-flow/levee runout to measurable hazard states.

Papers Analyzed: 1260 analyzed

Relevant Papers: 63 selected

Key Topics: rock-ice avalanche, tectonic rock damage, coastal aquifer salinization, rainfall-induced landslides, slope instability, microseismic slope monitoring, debris-flow impacts, levee failure, permafrost sediment connectivity, urban storms, terrestrial water storage, flood indexing, typhoon response, wildfire modelling, postfire recovery, SAR deformation, snow-cover fusion, tunnel seismic response, landslide acoustic emission, aquifer contamination, tailings monitoring

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May 21, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 21, 2026

This digest curates 61 selected papers and highlights permafrost-driven stream acidification and metal mobilization, automated falling-rock detection with 3D morphology reconstruction, physics-informed flash-flood forecasting, North Anatolian Fault paleoseismic synthesis, Yedoma permafrost observatory data, high-resolution karst spring discharge records, Alaska freeze-thaw thermal monitoring, Svalbard tidewater-glacier frontal ablation, global mean sea-level budget closure, Arctic sea-ice snow-depth retrieval, hydraulic graph networks for river morphodynamics, multimodal debris-covered glacier mapping, railway embankment liquefaction, multi-hazard disaster displacement, wildfire burn-severity monitoring, GRACE/GRACE-FO water-storage downscaling, socio-hydrological drought adaptation, site amplification in Japan, granite damage, fracture permeability hysteresis, rock-mass integrity, well pressure diffusion, aquifer remediation transport, shield-tunnelling uncertainty, grouting flow, seismic isolation, snow-load mechanics, coal-fire thermal reconstruction, InSAR phase unwrapping, and fire-radiative-power fusion. The strongest papers convert rockfall geometry, thaw chemistry, frontal ablation, sea-level budget terms, permafrost thermal phase, karst discharge, flash-flood peaks, fracture permeability, and liquefaction settlement into measurable hazard states.

Papers Analyzed: 1855 analyzed

Relevant Papers: 61 selected

Key Topics: permafrost degradation, rockfall monitoring, flash floods, paleoseismology, karst discharge, freeze-thaw thermal data, frontal ablation, sea-level budget closure, Arctic sea-ice snow depth, river morphodynamics, glacier mapping, liquefaction, disaster displacement, wildfire burn severity, groundwater storage, drought adaptation, site amplification, fracture permeability, well pressure diffusion, aquifer remediation, tunnelling, grouting, seismic isolation, snow-load mechanics, coal fires, InSAR phase unwrapping, road segmentation, fire monitoring

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May 20, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 20, 2026

This digest curates 55 selected papers and highlights open permafrost thaw mapping, Loess Plateau erosion-mitigation land-change records, karst landslide susceptibility with skeleton elastic storage coefficient, climate-dependent shallow-landslide probability, multi-source deep-learning landslide detection, alpine turf-slope thermo-hydro-mechanical modelling, tropical-cyclone flood susceptibility, Bay of Bengal storm-surge probability, remote-sensing corridor warning thresholds, GLOF warning and evacuation evidence, active-fault paleoseismic history, fully coupled surface-water and groundwater simulation, glacier crevasse acoustic precursors, rockfill-dam seismic response, GNSS-InSAR mining deformation inversion, underground mine support point clouds, tunnel-face discontinuity extraction, and deep-tunnel microseismic uncertainty. The strongest papers turn thaw, erosion, rainfall dependence, slope storage, frozen-ground mechanics, flood routing, storm-surge forcing, and underground damage into measurable states.

Papers Analyzed: 1972 analyzed

Relevant Papers: 55 selected

Key Topics: permafrost thaw, Loess Plateau erosion, karst landslides, shallow landslide climate probability, landslide detection, alpine slope THM modelling, tropical-cyclone floods, storm surge, corridor warning thresholds, GLOF warning, paleoseismic rupture history, surface-water groundwater coupling, glacier crevasses, dam seismic response, mining deformation, tunnel discontinuities, microseismic uncertainty

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May 19, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 19, 2026

This digest curates 50 selected papers and highlights global rainfall-induced landslide projections, the Baige landslide formation mechanism, cyclic weakening in Huangtupo reservoir slip-zone soil, rapid coseismic landslide mapping, slow-moving landslide road-network prioritisation, defect-informed bridge landslide risk, culvert-blockage flash-flood modelling, prompt-guided flood forecasting, dam-foundation seepage inversion, urban green-infrastructure flood mitigation, deep-tunnel rockburst support, coal-gas outburst warning, permafrost thaw settlement, Loess Plateau water-storage drought monitoring, fractured-media groundwater flow, ultrasonic rock-fracture reconstruction, sparse-sensor excavation monitoring, wildfire foundation-model evaluation, multimodal remote-sensing generation, and land-cover foundation models. The strongest papers connect climate forcing, altered-rock strength, cyclic slip-zone strain, infrastructure criticality, blockage timing, and precursor reliability to measurable hazard states.

Papers Analyzed: 1965 analyzed

Relevant Papers: 50 selected

Key Topics: rainfall-induced landslides, Baige landslide, Huangtupo landslide, coseismic mapping, slow-moving landslides, bridge risk, flash floods, flood forecasting, dam seepage, green infrastructure, rockburst support, coal-gas outbursts, permafrost thaw, drought storage, fractured groundwater, excavation monitoring, remote-sensing foundation models

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May 18, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 18, 2026

This digest curates 50 selected papers and highlights open-source monitoring of slow-moving landslides, hydropower-reservoir toppling slopes, Eastern Carpathian landslide dams, regional dendrochronology of slope movements, multi-source deep-learning landslide mapping, active-learning slope digital twins, probabilistic seismic slope stability, rainfall-induced reinforced expansive-soil slopes, fissured rock-slope fracture propagation, Zelongnong rock-ice avalanche transformation, mountainous urban flood-risk dynamics, haor wetland flood forecasting, high-geothermal tunnel disasters, permafrost embankment drainage, subsea shield-tunnel seismic damage, polarimetric SAR lithology segmentation, optical-SAR retrieval, and civil-infrastructure crack datasets. The strongest papers convert displacement, seepage, reactivation chronology, dam stability, rainfall infiltration, seismic safety, and flood exposure into measurable process states.

Papers Analyzed: 2013 analyzed

Relevant Papers: 50 selected

Key Topics: slow-moving landslides, reservoir toppling slopes, landslide dams, dendrochronology, landslide mapping, slope digital twins, seismic slope stability, reinforced slopes, rock-ice avalanches, mountainous floods, haor flood forecasting, high-geothermal tunnels, permafrost embankments, subsea tunnels, SAR lithology, optical-SAR retrieval, crack datasets

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May 17, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 17, 2026

This digest curates 45 selected papers and highlights cold-region mine-dump landslide modelling, landslide tension-crack reconstruction from root anatomy, geological-disaster economic-loss prediction, urban flood hydraulics in Niamey, Mediterranean extreme-precipitation intensification, SAR vision-language foundation models, kilometer-scale AI precipitation downscaling, freeze-thaw runoff pathways, frozen soil-rock creep, radar echo extrapolation, snowmelt parameter estimation, Antarctic ice-shelf melt feedbacks, seismic bedrock and liquefaction assessment, volcanic terrain classification, port climate resilience, shield-tunnel grouting, underground cavern fracture surrogates, Tibetan Plateau soil-moisture validation, drought recovery dynamics, remote-sensing change detection, and urban network restoration. The strongest papers convert water-routing state, crack chronology, direct loss, flood depth, and forcing uncertainty into measurable variables for hazard analysis.

Papers Analyzed: 1777 analyzed

Relevant Papers: 45 selected

Key Topics: mine-dump landslides, tension-crack reconstruction, geological-disaster losses, urban flooding, extreme precipitation, SAR foundation models, precipitation downscaling, freeze-thaw runoff, frozen soil-rock creep, radar echo extrapolation, snowmelt modelling, seismic liquefaction, tunnel grouting, port resilience, soil-moisture uncertainty, drought recovery, remote-sensing change detection

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May 16, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 16, 2026

This digest curates 50 selected papers and highlights rainfall-meltwater debris-flow initiation in the Ridi catchment, freeze-thaw fault-gouge weakening, mixed rock-ice deposit mechanics, ice-filled fracture hydrology, Stromboli magma-output partitioning, analog magma-propagation signals, deep-sea sediment shear testing, Black Sea storm seismo-acoustic and GNSS monitoring, rainfall concentration and terrestrial water storage, tool-augmented remote-sensing VLMs, precipitation nowcasting, plateau precipitation fusion, storm-surge projection, drought diagnostics, permafrost hydrology, tunnel seepage, offshore foundation cyclic stability, stochastic seismic soil-structure analysis, rockburst prediction, fractured-rock reinforcement, and biocemented soil stabilization. The strongest papers treat phase change, meltwater routing, hydraulic discontinuities, and forcing uncertainty as measurable controls on geohazard evolution.

Papers Analyzed: 1291 analyzed

Relevant Papers: 50 selected

Key Topics: debris-flow triggering, freeze-thaw weakening, rock-ice deposits, ice-filled fractures, volcanic output, magma-propagation signals, deep-sea sediment strength, storm geophysics, rainfall concentration, remote-sensing VLMs, precipitation nowcasting, storm surges, drought risk, permafrost hydrology, tunnel seepage, offshore foundations, rockburst prediction, soil stabilization

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May 15, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 15, 2026

This digest curates 50 selected papers and highlights Blatten landslide seismic precursors, Mt Job rock-avalanche-to-debris-flow mobility, SAR-derived landslide active thickness, landslide-dam breach control, permafrost slope retrogression, thaw slumping under warm-humid forcing, granular-flow fragmentation, debris-flow velocity estimation, normal-stress fault perturbations, Reykjanes volcano-tectonic unrest, subsea permafrost mapping, tsunami mitigation hydrodynamics, glacier basal-state seismology, rainfall sensing, diffusion precipitation nowcasting, SAR soil moisture, drought propagation, CO2-storage digital twins, mine-floor water inrush, tunnel stability, and inclusive volcanic early warning. The strongest papers focus on transition diagnostics: precursor seismicity, active thickness, breach erosion, thaw-front retreat, granular fragmentation, and hydrologic forcing uncertainty.

Papers Analyzed: 1300 analyzed

Relevant Papers: 50 selected

Key Topics: landslide seismic precursors, rock-avalanche debris-flow dynamics, SAR landslide thickness, landslide-dam breach control, permafrost slope failure, thaw slumping, debris-flow velocity, fault stress perturbation, volcano-tectonic unrest, subsea permafrost, tsunami mitigation, glacier basal state, rainfall sensing, precipitation nowcasting, SAR soil moisture, drought propagation, CO2 storage, water inrush, tunnel stability, volcanic early warning

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May 14, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 14, 2026

This digest curates 50 selected papers and highlights oceanic transform rupture barriers, carbonate fault weakening, post-mining InSAR-microseismic monitoring, landslide-induced wave run-up probability, long-term SBAS-InSAR landslide validation, rainfall-infiltration slope stability, pyroclastic slope hydraulic monitoring, Bayesian rock-slope precursor prediction, reservoir bank-slope instability, mountain flash-flood hydrodynamics, tsunami evacuation planning, seismic topographic amplification, CYGNSS flood monitoring, rain-on-snow extremes, rock-slope point-cloud discontinuity extraction, InSAR phase reconstruction, stormwater computer vision, LLM disaster-impact assessment, and infrastructure-system resilience. The strongest papers convert structural controls and monitoring signals into deformation, rupture, run-up, hydraulic, and network-state variables.

Papers Analyzed: 1885 analyzed

Relevant Papers: 50 selected

Key Topics: transform earthquake cycles, carbonate fault weakening, post-mining deformation, landslide-wave run-up, SBAS-InSAR landslide validation, rainfall-infiltration slope stability, pyroclastic slope monitoring, Bayesian rock-slope precursors, reservoir bank slopes, flash-flood hydrodynamics, tsunami evacuation, seismic slope amplification, CYGNSS flood mapping, rain-on-snow risk, InSAR phase reconstruction, stormwater computer vision, disaster-impact LLMs, infrastructure resilience

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May 13, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 13, 2026

This digest curates 49 selected papers and highlights InSAR-based landslide displacement prediction, multi-driver creep-landslide mechanics, earthquake-triggered rock-slope failure, multidisciplinary landslide stability analysis, thermo-mechanical GBInSAR monitoring, acoustic-emission landslide monitoring, rockfall fragmentation and protection, cover-collapse sinkholes, California fault-stress modelling, earthquake-induced ground-effect inventories, coastal subsidence and flood hazard, Kamchatka tsunami modelling, tsunami vegetation attenuation, flood digital twins, urban flood risk, compound climate extremes, deglaciation-driven hydrate dissolution, Antarctic lake monitoring, permafrost hydrologic shifts, wildfire risk prediction, drought nonstationarity, CO2-storage strain sensing, and loess tunnel seepage. The strongest papers convert remote and indirect observations into mechanical state, displacement dynamics, failure geometry, and reusable hazard evidence.

Papers Analyzed: 1841 analyzed

Relevant Papers: 49 selected

Key Topics: landslide displacement prediction, creep landslide mechanics, earthquake-triggered rock slopes, acoustic-emission landslide monitoring, GBInSAR rock-slope displacement, rockfall fragmentation, cover-collapse sinkholes, California stress model, earthquake-induced ground effects, coastal subsidence, tsunami modelling, flood digital twins, urban flood risk, compound extremes, deglaciation-driven hydrate dissolution, supraglacial lake monitoring, permafrost hydrology, wildfire risk, drought nonstationarity, tunnel seepage

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May 12, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 12, 2026

This digest curates 53 selected papers and highlights deglaciating deep-seated landslide mechanics, reservoir-induced landslide InSAR, adaptive landslide early warning, seismic landslide corridor risk, roadcut slope discontinuity mapping, enhanced-geothermal induced seismicity, surface rupture databases, sequential earthquake-tsunami breakwater fragility, temporal InSAR deformation prediction, deltaic subsidence, post-mining uplift, storm-transposition domains, foundation-model water-level estimation, GNSS/GRACE compound dry-hot events, karst-aware hydrological extremes, wildfire prediction, emergent alpine fire, PROMICE ice velocity, Southern Andes snow depth, and post-disaster multimodal reasoning. The strongest papers move from hazard presence to mechanical state, deformation anomaly, rupture evidence, hydraulic forcing, and decision threshold.

Papers Analyzed: 1925 analyzed

Relevant Papers: 53 selected

Key Topics: deglaciating landslide stability, reservoir-induced landslides, landslide early warning, seismic landslide risk, rock discontinuity point clouds, induced seismicity, surface rupture database, earthquake-tsunami fragility, InSAR deformation prediction, land subsidence, post-mining uplift, hydrologic whiplash, storm transposition, river-camera water levels, compound dry-hot events, karst hydrology, wildfire prediction, alpine fire, Greenland ice velocity, Southern Andes snow depth, post-disaster damage assessment

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May 11, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 11, 2026

This digest curates 62 selected papers and highlights alpine debris-flow forecasting, rainfall-landslide railway fragility, thermo-mechanical rockfall monitoring, landslide-tsunami timing, AI/DTM landslide detection, UAV scan-to-simulation, salt-controlled active-fault seismic potential, oceanic transform rupture barriers, liquefiable-soil embankment fragility, physics-informed flood graph networks, storm-surge emulation, geometric flood-depth retrieval, urban flood sediment dynamics, SWOT river bathymetry, flooded-vegetation SAR mapping, volcanic eruption forecasting, wildfire forcing and forecasting, permafrost thaw inventories, glacierized-catchment isotope data, coastal erosion mitigation, tunnel deformation monitoring, scour, seismic microzonation, and cross-disaster damage assessment. The strongest papers convert observations into damage-relevant state variables such as initiation timing, flood depth, bathymetry, embankment settlement, wave-arrival windows, and deformation fields.

Papers Analyzed: 2672 analyzed

Relevant Papers: 62 selected

Key Topics: debris-flow forecasting, rainfall-induced landslide fragility, rockfall GB-InSAR monitoring, landslide-tsunami timing, AI terrain-based landslide detection, UAV scan-to-simulation, active-fault seismic potential, liquefiable embankment fragility, operational flood modelling, storm-surge emulation, SWOT river bathymetry, flooded-vegetation SAR mapping, wildfire forcing and forecasting, permafrost thaw inventories, glacierized-catchment isotope data, coastal erosion mitigation, tunnel deformation monitoring, scour, seismic microzonation, cross-disaster damage assessment

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May 10, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 10, 2026

This digest curates 54 selected papers and highlights dynamic Sagaing fault segmentation, L-band InSAR geohazard monitoring, sediment-connectivity mapping, debris-flow propagation, slow bentonitic-clay landslide reactivation, seismic slope-displacement modelling, compound flooding, counterfactual flood-frequency analysis, dune-based coastal mitigation, tsunami shelter optimization, wildfire fuel-treatment economics, tunnel leakage erosion, liquefaction, levee reliability, cryospheric runoff, extreme-precipitation nowcasting, and remote-sensing AI for disturbance, lithology, river ice, cryosphere indexing, and UAV inspection. The strongest papers shift hazard assessment from static maps toward coupled process models constrained by deformation, hydrology, morphology, and infrastructure response.

Papers Analyzed: 1933 analyzed

Relevant Papers: 54 selected

Key Topics: active-fault segmentation, L-band InSAR geohazard monitoring, sediment-connectivity mapping, debris-flow propagation, slow landslide mechanics, seismic slope displacement, compound flooding, coastal dune mitigation, tsunami evacuation planning, wildfire risk economics, tunnel and levee reliability, cryosphere runoff, precipitation nowcasting, optical-SAR change detection, lithology segmentation, river-ice classification, cryosphere indexing, UAV inspection

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May 9, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 9, 2026

This digest curates 33 selected papers and highlights earthquake-preconditioned debris flows, Boccassuolo landslide evolution, Stromboli pyroclastic-flow hazard, urban flood susceptibility, extreme-precipitation downscaling, Kamchatka tsunami propagation, volcanic tephra hazard, reservoir scheduling under uncertainty, streamflow forecasting, residual-soil SWCC uncertainty, permafrost railway dynamics, Loess Plateau runoff-sediment response, tunnel lining cracks, buried nuclear structure seismic response, and CPT-based subsurface modelling. The strongest papers connect cascade-hazard sequencing, uncertainty-aware forcing, event reconstruction, and subsurface infrastructure reliability.

Papers Analyzed: 1141 analyzed

Relevant Papers: 33 selected

Key Topics: earthquake-preconditioned debris flows, Boccassuolo landslide evolution, Stromboli pyroclastic-flow hazard, urban flood susceptibility, extreme-precipitation downscaling, Kamchatka tsunami propagation, volcanic tephra hazard, reservoir scheduling under uncertainty, streamflow forecasting, residual-soil SWCC uncertainty, permafrost railway dynamics, Loess Plateau runoff-sediment response, tunnel lining cracks, buried nuclear structure seismic response, CPT-based subsurface modelling

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May 8, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 8, 2026

This digest curates 42 selected papers and highlights deep-seated slope deformation, mountain-road landslide risk, leakage-induced slope failure, debris-flow rheology, rockfall laser scanning, InSAR subsidence, Sentinel-1 flood thresholds, flood susceptibility, mining-induced subsidence and fault reactivation, Bayesian flood-impact uncertainty, extreme precipitation attribution, windstorm risk, soil erosion, sediment entrainment, tunnel and underground-infrastructure monitoring. The strongest papers connect deformation monitoring, mechanics, operational thresholds, loss uncertainty, and physics-informed infrastructure models.

Papers Analyzed: 1132 analyzed

Relevant Papers: 42 selected

Key Topics: deep-seated slope deformation, mountain-road landslide risk, leakage-induced slope failure, debris-flow rheology, rockfall laser scanning, InSAR subsidence, Sentinel-1 flood thresholds, flood susceptibility, mining-induced subsidence and fault reactivation, Bayesian flood-impact uncertainty, extreme precipitation attribution, windstorm risk, soil erosion, sediment entrainment, tunnel and underground-infrastructure monitoring

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May 7, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 7, 2026

This digest curates 51 selected papers and highlights large-deformation landslide modelling, rainfall-induced slope instability, landslide-dammed lakes, postfire debris-flow volume, glacial-lake outburst flood assessment, probabilistic flood mapping, InSAR mining subsidence, coastal change detection, liquefaction and tailings strength, offshore foundation reliability, tunnel instability, and hazard-history reconstruction. The strongest papers connect runout-scale geomechanics, hydrometeorological forcing, physics-constrained surrogates, and reliability-based engineering design.

Papers Analyzed: 1907 analyzed

Relevant Papers: 51 selected

Key Topics: large-deformation landslide modelling, rainfall-induced slope instability, landslide-dammed lakes, postfire debris-flow volume, glacial-lake outburst flood assessment, probabilistic flood mapping, InSAR mining subsidence, coastal change detection, liquefaction and tailings strength, offshore foundation reliability, tunnel instability, and hazard-history reconstruction

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May 6, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 6, 2026

This digest curates 59 selected papers and highlights rainfall-induced landslides, extreme-rainfall debris flows, seismic rock-slope stability, InSAR denoising, creep-type landslides, ancient landslide reactivation, TRIGRS cluster landslides, glacial-lake monitoring, slow-slope seismic velocity, gully erosion, storm-surge dune erosion, historical earthquake evidence, and engineering geohazard monitoring. The strongest papers connect event-scale rainfall thresholds, physical slope mechanics, error-aware deformation monitoring, high-mountain sediment and water redistribution, and infrastructure-scale geohazard reliability.

Papers Analyzed: 1670 analyzed

Relevant Papers: 59 selected

Key Topics: rainfall-induced landslides, extreme-rainfall debris flows, seismic rock-slope stability, InSAR denoising, creep-type landslides, ancient landslide reactivation, TRIGRS cluster landslides, glacial-lake monitoring, slow-slope seismic velocity, gully erosion, storm-surge dune erosion, historical earthquake evidence, and engineering geohazard monitoring

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May 5, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 5, 2026

This digest curates 63 selected papers and highlights earthquake nucleation, debris-flow susceptibility, rainfall-induced slope deformation, deep-seated slope deformation, shear-fluidized landslides, ground-fissure erosion, permafrost sediment export, glacial lake expansion, zero-shot disaster mapping, wildfire uncertainty, and underground infrastructure risk. The strongest papers connect mechanistic triggers, transferable remote-sensing methods, and service-continuity risks across earthquake, landslide, wildfire, cryosphere, tunnel, and disaster-response systems.

Papers Analyzed: 1528 analyzed

Relevant Papers: 63 selected

Key Topics: earthquake nucleation, debris-flow susceptibility, rainfall-induced slope deformation, deep-seated slope deformation, shear-fluidized landslides, ground-fissure erosion, permafrost sediment export, glacial lake expansion, zero-shot disaster mapping, wildfire uncertainty, and underground infrastructure risk

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May 4, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 4, 2026

This digest curates 77 selected papers and highlights Typhoon-triggered clustered landslides, shallow earthquake rupture, earthquake-induced landslide mapping, rockfall road risk, rapid flood mapping, tsunami GNSS detection, Natech vulnerability, physics-constrained InSAR, and tunnel and subsurface multi-field hazards. The strongest papers connect event-scale deformation evidence, asset-specific exposure, rapid warning products, and physics-constrained GeoAI across landslide, flood, seismic, volcanic, wildfire, and underground infrastructure settings.

Papers Analyzed: 2085 analyzed

Relevant Papers: 77 selected

Key Topics: Typhoon-triggered clustered landslides, shallow earthquake rupture, earthquake-induced landslides, rockfall road risk, rapid flood mapping, tsunami GNSS detection, Natech vulnerability, physics-constrained InSAR, and tunnel/subsurface multi-field hazards

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May 3, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 3, 2026

This digest curates 65 selected papers and highlights landslide cascade reconstruction, national InSAR unstable-area classification, loess landslide risk, seismic subsidence, soil erosion scenarios, rockburst mitigation, and GeoAI for damage and deformation mapping. The strongest papers connect a typhoon-triggered landslide-dam-outburst flood sequence, community-scale landslide exposure, return-period rainfall sensitivity, landslide-deposit hydrogeophysics, and coupled underground infrastructure risk.

Papers Analyzed: 1567 analyzed

Relevant Papers: 65 selected

Key Topics: landslide cascade reconstruction, national InSAR unstable-area classification, loess landslide risk, seismic subsidence, soil erosion scenarios, rockburst mitigation, and GeoAI for damage and deformation mapping

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May 2, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 2, 2026

This digest curates 69 selected papers and highlights building-level flood vulnerability, LULC-driven landslide susceptibility, InSAR hydrogeodesy, dam-defect imaging, avalanche climate modelling, and coupled underground infrastructure risk. The strongest papers connect global flood vulnerability modelling, land-cover controls on landslide hazards, urban groundwater-recovery uplift, earth-filled dam defect reconstruction, emergency flood segmentation, and cold-region slope mechanics.

Papers Analyzed: 1233 analyzed

Relevant Papers: 69 selected

Key Topics: building-level flood vulnerability, LULC-driven landslide susceptibility, InSAR hydrogeodesy, dam-defect imaging, avalanche climate modelling, and coupled underground infrastructure risk

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May 1, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 1, 2026

This digest curates 70 selected papers and highlights ecohydrological landslide prediction, diagnostic remote sensing, network risk modelling, and physics-constrained geotechnical AI. The strongest papers connect the Huangya Gully flash flood-debris flow chain, vegetation-aware landslide prediction, forest slope protection, PS-InSAR building risk, Afghanistan flood susceptibility, severe-weather nowcasting, and tunnel and subsurface engineering.

Papers Analyzed: 1272 analyzed

Relevant Papers: 70 selected

Key Topics: ecohydrological landslide prediction, diagnostic remote sensing, network risk modelling, and physics-constrained geotechnical AI

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April 30, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 30, 2026

This digest curates 72 selected papers and highlights landslide cascade reconstruction, multi-trigger slope mechanics, uncertainty-aware hazard forecasting, and operational Earth observation. The strongest papers connect the Matai'an giant landslide, rainfall-conditioned seismic slope failure, arid mesa landslides, Typhoon Wipha road disruption, Nu River old-landslide geometry, high-frequency EO foundation models, and benchmarked mining-footprint monitoring.

Papers Analyzed: 1722 analyzed

Relevant Papers: 72 selected

Key Topics: landslide cascade reconstruction, multi-trigger slope mechanics, uncertainty-aware hazard forecasting, and operational Earth observation

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April 29, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 29, 2026

This digest curates 70 selected papers and highlights probabilistic landslide warning, landslide seasonality, compound hydroclimate hazards, and explainable GeoAI. The strongest papers connect area-based debris-flow warning curves, U.S. landslide seasonality, weathering-controlled volcanic landslides, debris-avalanche seismic signatures, compound landslide hotspots, and physically aligned flood-mapping explanations.

Papers Analyzed: 1616 analyzed

Relevant Papers: 70 selected

Key Topics: probabilistic landslide warning, landslide seasonality, compound hydroclimate hazards, and explainable GeoAI

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April 28, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 28, 2026

This digest curates 80 selected papers and highlights landslide mechanics, dynamic susceptibility, cascading geohazard modelling, and process-constrained AI. The strongest papers connect landslide drag theory, the Huangci reactivation, buried-ice debris-flow initiation, rock-avalanche bridge impacts, reservoir impulse waves, multi-sensor monitoring, and climate-aware landslide exposure.

Papers Analyzed: 1669 analyzed

Relevant Papers: 80 selected

Key Topics: landslide mechanics, dynamic susceptibility, cascading geohazard modelling, and process-constrained AI

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April 27, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 27, 2026

This digest curates 70 selected papers and highlights soil-piping landslide initiation, InSAR/XAI slope monitoring, and surrogate geohazard modelling. The strongest papers connect reservoir and highway slope monitoring, full-field strain imaging, coupled slope-reliability modelling, landslide-tsunami surrogates, earthquake and flood datasets, and tunnel or pipeline response.

Papers Analyzed: 2135 analyzed

Relevant Papers: 70 selected

Key Topics: soil-piping landslide initiation, InSAR/XAI slope monitoring, and surrogate geohazard modelling

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April 26, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 26, 2026

This digest now curates 66 selected papers and highlights reservoir-bank landslide InSAR, transferable landslide extraction, and constrained geohazard AI. The strongest papers connect mining geohazard monitoring, multimodal disaster change analysis, river and cold-region boundary shifts, tunnel failure mechanisms, and infrastructure recovery under flood or seismic loading.

Papers Analyzed: 1625 analyzed

Relevant Papers: 66 selected

Key Topics: reservoir-bank landslide InSAR, transferable landslide extraction, and constrained geohazard AI

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April 25, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 25, 2026

This digest now curates 65 selected papers and highlights GLOF diagnostics, earthquake-landslide sediment pulses, and constrained geohazard monitoring. The strongest papers connect cryospheric storage and release, fault and tunnel boundary changes, InSAR and fiber-optic evidence quality, and exposure-aware infrastructure risk.

Papers Analyzed: 1381 analyzed

Relevant Papers: 65 selected

Key Topics: GLOF diagnostics, earthquake-landslide sediment pulses, and constrained geohazard monitoring

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April 24, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 24, 2026

This digest now curates 66 selected and highlights physics-constrained landslide reactivation, post-fire debris-flow mitigation, and operational multi-hazard warning. The strongest papers connect post-seismic landslide risk, debris-flow treatment effectiveness, volcanic reservoir growth, storm-surge and flood forecasting, and tunnel or seismic boundary conditions to decision-relevant mechanisms.

Papers Analyzed: 1401 analyzed

Relevant Papers: 66 selected

Key Topics: post-seismic landslide reactivation, post-fire debris-flow mitigation, and operational multi-hazard warning

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April 23, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 23, 2026

This digest now curates 80 selected and highlights dynamic slope-state mapping, flow mobility physics, and multi-hazard early warning. The strongest papers sharpen volume-enhanced granular-flow mobility, field debris-flow basal-slip measurement, dynamic InSAR landslide susceptibility, ground-fissure reactivation, and probabilistic flood and tsunami warning systems.

Papers Analyzed: 1823 analyzed

Relevant Papers: 80 selected

Key Topics: dynamic slope-state mapping, flow mobility physics, and multi-hazard early warning

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April 22, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 22, 2026

This digest now curates 34 selected and highlights state-resolving failure diagnosis, thaw-sensitive infrastructure thresholds, and consequence-aware flood intelligence. The strongest papers sharpen landslide-chain uncertainty analysis, thaw-response monitoring, exposed coastal flood consequences, and deployable flood forecasting or control design.

Papers Analyzed: 1805 analyzed

Relevant Papers: 34 selected

Key Topics: state-resolving failure diagnosis, thaw-sensitive infrastructure thresholds, and consequence-aware flood intelligence

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April 21, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 21, 2026

This digest now curates 32 selected and highlights threshold-controlled slope response, source-and-routing mechanics in debris flows, and state-sensitive liquefaction modelling. The strongest papers sharpen threshold-controlled slope response, drawdown-sensitive reservoir stability, debris-flow initiation mechanics, and material-state-aware liquefaction modelling.

Papers Analyzed: 1778 analyzed

Relevant Papers: 32 selected

Key Topics: threshold-controlled slope response, source-and-routing mechanics in debris flows, and state-sensitive liquefaction modelling

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April 20, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 20, 2026

This digest now curates 50 selected and highlights process-conditioned slope dynamics, climate-amplified debris-flow cascades, and transferable landslide AI. The strongest papers sharpen climate-sensitive debris-flow hazard, landslide state diagnosis, GLOF and sediment-route amplification, and cross-domain landslide detection or forecasting workflows.

Papers Analyzed: 2430 analyzed

Relevant Papers: 50 selected

Key Topics: process-conditioned slope dynamics, climate-amplified debris-flow cascades, and transferable landslide AI

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April 19, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 19, 2026

This digest now curates 38 selected and highlights state-aware landslide sensing, cascade-sensitive mountain hazard modelling, and transferable landslide AI. The strongest papers sharpen deformation-based landslide diagnosis, GLOF and debris-flow cascade mechanics, and cross-region landslide detection or susceptibility workflows.

Papers Analyzed: 1620 analyzed

Relevant Papers: 38 selected

Key Topics: state-aware landslide sensing, cascade-sensitive mountain hazard modelling, and transferable landslide AI

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April 18, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 18, 2026

This digest now curates 22 selected and highlights scale-bridging landslide methods, hidden-state hazard variables, and explicit accounting of system-scale impacts. The strongest papers sharpen landslide detection, kinematic interpretation, sediment connectivity, rainfall-duration response, and system-scale hazard accounting.

Papers Analyzed: 1224 analyzed

Relevant Papers: 22 selected

Key Topics: scale-bridging landslide methods, hidden-state hazard variables, and explicit accounting of system-scale impacts

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April 17, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 17, 2026

This digest now curates 30 selected and highlights landslide representation and cascade mechanics, geometry-aware water hazards, and transient fault-state inference. The strongest papers sharpen landslide deformation monitoring, physically constrained displacement prediction, cascade mechanics, dam-break flood validation, and coastal or seismic state representation.

Papers Analyzed: 1225 analyzed

Relevant Papers: 30 selected

Key Topics: landslide representation and cascade mechanics, geometry-aware water hazards, and transient fault-state inference

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April 16, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 16, 2026

This digest now curates 35 selected and highlights hazard-state sensing for slopes, operational water-hazard monitoring and warning, and domain-aware geohazard intelligence. The strongest papers focus on hazard-state sensing for slopes, operational flood and coastal warning, earthquake and geohazard planning, and domain-aware geospatial intelligence.

Papers Analyzed: 1532 analyzed

Relevant Papers: 35 selected

Key Topics: hazard-state sensing for slopes, operational water-hazard monitoring and warning, and domain-aware geohazard intelligence

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April 15, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 15, 2026

This digest now curates 42 selected and highlights consequence-aware landslide modelling, operational flood-risk variables, and knowledge-enhanced geohazard intelligence. The strongest papers reconstruct landslide cascades, dam formation, long runout, deposition prediction, and interpretable flood or drought decision variables without drifting into generic AI language.

Papers Analyzed: 1513 analyzed

Relevant Papers: 42 selected

Key Topics: consequence-aware landslide modelling, operational flood-risk variables, and knowledge-enhanced geohazard intelligence

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April 14, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 14, 2026

This digest now curates 40 selected and highlights landslide deformation and susceptibility, operational flood routing and warning, and storage-aware drought management. The strongest papers center on event-scale landslide susceptibility, deformation diagnostics, source-zone mapping, landslide-dam breach routing, and operational flood and drought decision variables.

Papers Analyzed: 1494 analyzed

Relevant Papers: 40 selected

Key Topics: landslide deformation and susceptibility, operational flood routing and warning, and storage-aware drought management

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April 13, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 13, 2026

This digest now curates 40 selected papers and highlights post-initiation hazard routing, time-aware landslide susceptibility, and process-explicit geotechnical monitoring. The expanded set strengthens the landslide core with InSAR- and LiDAR-based instability analysis, landslide-dam breach hydraulics, and explainable coseismic susceptibility alongside the 2025 Himalayan disaster reconstructions, seepage-conditioned slope instability, and adaptive flood routing papers.

Papers Analyzed: 1987 analyzed

Relevant Papers: 40 selected

Key Topics: post-initiation hazard routing, time-aware landslide susceptibility, and process-explicit geotechnical monitoring

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April 12, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 12, 2026

This digest now curates 30 selected papers and highlights hazard routing, vegetation-mediated hydrology, and process-constrained geotechnical monitoring. The strongest papers resolve postfire debris-flow routing, fault-doublet kinematics in Türkiye, network burst localization, adaptive runoff-generation modes, and erosion, infiltration, and sediment-export controls across connected landscapes.

Papers Analyzed: 1444 analyzed

Relevant Papers: 30 selected

Key Topics: hazard routing, vegetation-mediated hydrology, and process-constrained geotechnical monitoring

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April 11, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 11, 2026

This digest now curates 30 selected papers and highlights extreme rainfall and flood pathways, drought propagation, and physically constrained hazard monitoring. The strongest papers resolve terrain-triggered instability layers for extreme rainfall, out-of-season rogue floods, neighborhood-scale flood impacts, glacierized drought propagation, tropical vegetation droughts, and long-horizon coastal and cryospheric monitoring.

Papers Analyzed: 958 analyzed

Relevant Papers: 30 selected

Key Topics: extreme rainfall and flood pathways, drought propagation, and physically constrained hazard monitoring

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April 10, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 10, 2026

This digest now curates 34 selected papers and highlights state-aware hazard observation, subsidence and seismic damage, and hydroclimatic storage dynamics. The strongest papers connect a stratigraphic control on retrogressive landslides with SAR-based subsidence tracking, SWOT ice-jam flood profiling, hourly wildfire growth, earthquake damage mapping, and cryosphere-water storage monitoring.

Papers Analyzed: 915 analyzed

Relevant Papers: 34 selected

Key Topics: state-aware hazard observation, subsidence and seismic damage, and hydroclimatic storage dynamics

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April 9, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 9, 2026

This digest now curates 36 selected papers and highlights catastrophic landslide mechanics, operational hazard remote sensing, and physically constrained hydroclimatic forecasting. The revised set broadens beyond the first landslide core into super-resolution landslide recognition, mine-scale InSAR deformation, glacial-lake and river monitoring, wildfire susceptibility, soil-erosion change, and earthquake site-response papers that sharpen the day’s scientific arc.

Papers Analyzed: 1453 analyzed

Relevant Papers: 36 selected

Key Topics: catastrophic landslide mechanics, operational hazard remote sensing, and physically constrained hydroclimatic forecasting

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April 8, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 8, 2026

This digest now curates 28 selected papers and highlights failure conditions, human-modified hazards, and state-aware hydroclimatic risk. Top-ranked studies focus on the socio-environmental controls that govern where landslide fatalities concentrate, contrasting landslide failure regimes in Great Britain, and segregation-controlled rock-ice avalanche mobility, while the expanded set broadens into groundwater, cryosphere, drought, subsidence, volcanic, and seismic hazard systems.

Papers Analyzed: 1049 analyzed

Relevant Papers: 28 selected

Key Topics: failure conditions, human-modified hazards, and state-aware hydroclimatic risk

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April 7, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 7, 2026

This digest now curates 26 selected papers and highlights slope-failure transitions, landslide monitoring, and action-oriented hazard systems. Top-ranked studies span rainfall-triggered composite slope failure, national-scale co-seismic landslide assessment, post-failure deformation, reservoir-slope imaging, and a broader set of earthquake, flood, wildfire, drought, and volcanic hazard papers kept at standard TerraMosaic density.

Papers Analyzed: 1018 analyzed

Relevant Papers: 26 selected

Key Topics: slope-failure transitions, landslide monitoring, and action-oriented hazard systems

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April 6, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 6, 2026

This digest curates 19 selected papers and highlights probabilistic slope stability, loess-state imaging, seepage-field reconstruction, and transferable geohazard methods. Top-ranked studies cover CNN-accelerated 3D slope reliability, geostatistical resistivity mapping of loess moisture, and additional method papers that extend the set into fault-aware seepage inversion and resistivity modelling over complex topography.

Papers Analyzed: 1186 analyzed

Relevant Papers: 19 selected

Key Topics: probabilistic slope stability, loess-state imaging, and transferable geohazard methods

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April 5, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 5, 2026

This digest now curates 22 selected papers and highlights cascading GLOFs, slope-failure diagnostics, loess-slope monitoring, and transferable geohazard methods. Top-ranked studies span the Tibet-Nepal GLOF cascade, the Junlian long-runout debris avalanche, submarine landslide shear-band localization, while additional method papers extend the set into seismic phase picking and large-deformation hazard simulation.

Papers Analyzed: 772 analyzed

Relevant Papers: 22 selected

Key Topics: cascading GLOFs, slope-failure diagnostics, and transferable geohazard methods

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April 4, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 4, 2026

This digest curates 21 selected papers and highlights fiber-optic hazard sensing, mechanism-preserving seismic analysis, and consequence-aware climate extremes. Top-ranked studies cover induced fault slip under oscillating pore pressure, DAS-based seismic-basin imaging and tsunami detection, and forecast-informed flood operations for major reservoirs.

Papers Analyzed: 376 analyzed

Relevant Papers: 21 selected

Key Topics: fiber-optic hazard sensing, mechanism-preserving seismic analysis, and consequence-aware climate extremes

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April 3, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 3, 2026

This digest curates 26 selected papers and highlights catastrophic slope escalation, climate-intensified flood extremes, and consequence-aware hazard systems. Top-ranked studies cover the Baima rock-avalanche threat, multi-sensor deformation tracking at Baige, life-loss vulnerability in wood-frame buildings, and regional debris-flow and flood-risk frameworks.

Papers Analyzed: 351 analyzed

Relevant Papers: 26 selected

Key Topics: catastrophic slope escalation, climate-intensified flood extremes, and consequence-aware hazard systems

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April 2, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 2, 2026

This digest curates 28 selected papers and highlights mechanism-aware slope diagnosis, physical flood modeling, and cold-region ground instability. Top-ranked studies cover Holocene normal faulting, single-SAR landslide mapping, seismic-wave risks to Himalayan glacial lakes, and threshold-aware links among observation, modeling, and hazard screening.

Papers Analyzed: 751 analyzed

Relevant Papers: 28 selected

Key Topics: mechanism-aware slope diagnosis, physical flood modeling, and cold-region ground instability

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April 1, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Apr 1, 2026

This digest curates 57 selected papers and highlights state-aware landslide diagnostics, cascade cryosphere-flood hazards, and infrastructure-scale geotechnical risk. Top-ranked studies cover the Blatten ice-rock avalanche, deepening landslide reactivation, lidar-based strain localization, and mechanism-aware links among deformation state, cascade initiation, and downstream consequence.

Papers Analyzed: 866 analyzed

Relevant Papers: 57 selected

Key Topics: state-aware landslide diagnostics, cascade cryosphere-flood hazards, and infrastructure-scale geotechnical risk

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March 31, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 31, 2026

This digest curates 42 selected papers and highlights rainfall-aware landslide forecasting, geotechnical threshold detection, and multi-hazard resilience planning. Top-ranked studies cover Kalman-filter reconstruction of slow-moving landslides, time-sequence transformer forecasting, wetting-induced loess failure, and decision-facing links among instability, infrastructure, and recovery.

Papers Analyzed: 1694 analyzed

Relevant Papers: 42 selected

Key Topics: rainfall-aware landslide forecasting, geotechnical threshold detection, and multi-hazard resilience planning

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March 30, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 30, 2026

This digest curates 49 selected papers and highlights coupled slope hydrology, post-failure landslide dynamics, and operational susceptibility workflows. Top-ranked studies cover cross-domain coseismic landslide segmentation, graph-neural surrogates for runout simulation, and mechanism-aware links among runoff, seepage, deformation, infrastructure loading, and resilience planning.

Papers Analyzed: 2011 analyzed

Relevant Papers: 49 selected

Key Topics: coupled slope hydrology, post-failure landslide dynamics, and operational susceptibility workflows

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March 29, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 29, 2026

This digest curates 30 selected papers and highlights landslide transfer chains, dynamic susceptibility modelling, and coupled engineering geohazards. Top-ranked studies cover DEM-aware transformer detection along the Sichuan-Tibet corridor, sediment-transfer links between landslide decay and debris-flow activity, and mechanism-aware models for tunnels, liquefiable soils, and multi-hazard exposure.

Papers Analyzed: 1518 analyzed

Relevant Papers: 30 selected

Key Topics: landslide transfer chains, dynamic susceptibility modelling, and coupled engineering geohazards

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March 28, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 28, 2026

This digest curates 18 selected papers and highlights evolving tunnel instability, material-specific liquefaction, and mechanism-first hazard sensing. Top-ranked studies cover coseismic landslide detection, blast-induced tunnel fracturing, groundwater-recovery-driven uplift, and state-sensitive monitoring across soils, slopes, and underground infrastructure.

Papers Analyzed: 546 analyzed

Relevant Papers: 18 selected

Key Topics: evolving tunnel instability, material-specific liquefaction, and mechanism-first hazard sensing

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March 27, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 27, 2026

This digest curates 24 selected papers and highlights crack-resolved landslide diagnosis, evolving underground hazards, and process-based erosion control. Top-ranked studies cover surface-crack evolution during landslide development, static liquefaction in decomposed-granite fill slopes, and mechanism-aware monitoring and mitigation across tunnels, erosion systems, and seismic hazards.

Papers Analyzed: 554 analyzed

Relevant Papers: 24 selected

Key Topics: crack-resolved landslide diagnosis, evolving underground hazards, and process-based erosion control

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March 26, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 26, 2026

This digest curates 41 selected papers and highlights state-sensitive slope failure, hazard-calibrated observation, and coupled seismic geotechnics. Featured studies emphasize state-dependent instability, hazard-specific monitoring systems, and mechanism-aware models for liquefaction, tunnel response, and climate-linked hazard translation.

Papers Analyzed: 1033 analyzed

Relevant Papers: 41 selected

Key Topics: state-sensitive slope failure, hazard-calibrated observation, and coupled seismic geotechnics

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March 25, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 25, 2026

This digest curates 39 selected papers and highlights cascading slope systems, state-aware monitoring, and uncertainty-aware geotechnics. Top-ranked studies cover Holocene subaqueous landslide dynamics in Sweden, post-Wenchuan geo-hazard risk accumulation in the Min River Basin, and the stability evolution of ancient landslides blocked by glacial lakes.

Papers Analyzed: 882 analyzed

Relevant Papers: 39 selected

Key Topics: cascading slope systems, state-aware monitoring, and uncertainty-aware geotechnics

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March 24, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 24, 2026

This digest curates 30 selected papers and highlights active-state slope diagnosis, probabilistic underground geotechnics, and impact-aware hazard intelligence. Top-ranked studies cover freeze-thaw-driven landslide activity in the Qilian permafrost region, probabilistic embankment seepage and stability under water-level fluctuations, and interpretable flood, tsunami, wildfire, and earthquake impact forecasting.

Papers Analyzed: 873 analyzed

Relevant Papers: 30 selected

Key Topics: active-state slope diagnosis, probabilistic underground geotechnics, and impact-aware hazard intelligence

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March 23, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 23, 2026

This digest curates 14 selected papers and highlights threshold-aware hazard modelling, hydraulic connectivity, and physically interpretable monitoring. Top-ranked studies cover physically based rainfall thresholds for shallow-landslide warning systems, probabilistic levee risk under heterogeneous soils, and karst-coupled tunnel responses under near-fault ground motions.

Papers Analyzed: 1085 analyzed

Relevant Papers: 14 selected

Key Topics: threshold-aware hazard modelling, hydraulic connectivity, and physically interpretable monitoring

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March 22, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 22, 2026

This digest curates 30 selected papers and highlights progressive slope failure, chain-hazard propagation, and hydrologically structured risk modelling. Top-ranked studies cover the 2025 Jinpingcun landslide, deep-learning susceptibility mapping in the Sichuan-Tibet transportation corridor, and joint-controlled rock slope failures in Nepal.

Papers Analyzed: 495 analyzed

Relevant Papers: 30 selected

Key Topics: progressive slope failure, chain-hazard propagation, and hydrologically structured risk modelling

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March 21, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 21, 2026

This digest curates 40 selected papers and highlights latent-state hazard monitoring, hydro-mechanical underground instability, and mechanics-aware hydrological modelling. Top-ranked studies cover machine-learning classification of landslide microseismicity, mineralogical controls on residual shear strength in Mid-Nepal landslide soils, and climate-impacted earth-slope reliability analysis under spatially variable conditions.

Papers Analyzed: 951 analyzed

Relevant Papers: 40 selected

Key Topics: latent-state hazard monitoring, hydro-mechanical underground instability, and mechanics-aware hydrological modelling

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March 20, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 20, 2026

This digest curates 40 selected papers and highlights landslide state transitions, hydro-mechanical underground instability, and physically constrained hydrological forecasting. Top-ranked studies cover the 2025 Dingqing frost-heave landslide, the November 2023 Tuscany shallow-landslide event, and online probabilistic failure-time forecasting for landslide acceleration.

Papers Analyzed: 904 analyzed

Relevant Papers: 40 selected

Key Topics: landslide state transitions, hydro-mechanical underground instability, and physically constrained hydrological forecasting

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March 19, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 19, 2026

This digest curates 47 selected papers and highlights slope-hazard early warning, hydro-mechanical underground stability, and physics-constrained flood forecasting. Top-ranked studies cover high-resolution debris-flow reconstruction in the Western Ghats, path-dependent rock-slope early-warning assessment, and staged geological reconstruction of a multi-slide bedding landslide in the Three Gorges Reservoir area.

Papers Analyzed: 1391 analyzed

Relevant Papers: 47 selected

Key Topics: slope-hazard early warning, hydro-mechanical underground stability, and physics-constrained flood forecasting

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March 18, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 18, 2026

This digest curates 49 selected papers and highlights transfer-learning landslide mapping, trustworthy geohazard AI, and compound hazard-chain modelling. Top-ranked studies cover long-term monitoring of the Jiangdingya landslides, cross-region transfer learning for landslide detection, and granular-fluid flow experiments that clarify inertial and viscous resistance controls.

Papers Analyzed: 1274 analyzed

Relevant Papers: 49 selected

Key Topics: transfer-learning landslide mapping, trustworthy geohazard AI, and compound hazard-chain modelling

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March 17, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 17, 2026

This digest curates 35 selected papers and highlights cascade-aware hazard dynamics, structure-conditioned susceptibility mapping, and process-specific mitigation design. Top-ranked studies cover moraine landslide-triggered GLOF dynamics, the 2025 Gyirong outburst flood to debris-flow cascade, and coseismic landslide susceptibility modelling for the 2022 Luding earthquake.

Papers Analyzed: 1336 analyzed

Relevant Papers: 35 selected

Key Topics: cascade-aware hazard dynamics, structure-conditioned susceptibility mapping, and process-specific mitigation design

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March 16, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 16, 2026

This digest curates 23 selected papers and highlights subsurface failure controls, operational hazard sensing, and infrastructure-aware geohazard assessment. Top-ranked studies cover the climate warming-driven Blatten ice-rock avalanche, hydrological subsurface controls on rainfall-induced shallow landslides in Japan, and integrated debris-flow hazard assessment in Brazil's critical infrastructure corridors.

Papers Analyzed: 2013 analyzed

Relevant Papers: 23 selected

Key Topics: subsurface failure controls, operational hazard sensing, and infrastructure-aware geohazard assessment

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March 15, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 15, 2026

This digest curates 22 selected papers and highlights quality-driven landslide intelligence, coupled forcing scenarios, and operational hazard sensing. Top-ranked studies cover slow-moving landslide detection in Glacier Bay, coupled hydrological-seismic forecasting for a critical reservoir slope, and hybrid landslide susceptibility mapping that improves both predictive skill and interpretability.

Papers Analyzed: 1084 analyzed

Relevant Papers: 22 selected

Key Topics: quality-driven landslide intelligence, coupled forcing scenarios, and operational hazard sensing

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March 14, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 14, 2026

This digest curates 22 selected papers and highlights state-dependent instability, cryosphere-ground hazards, and physics-aware monitoring. Top-ranked studies cover thermokarst-lake impacts on permafrost embankments, the hypermobility of the Basu rock avalanche, and physically constrained runout analysis for submarine landslides.

Papers Analyzed: 641 analyzed

Relevant Papers: 22 selected

Key Topics: state-dependent instability, cryosphere-ground hazards, and physics-aware monitoring

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March 13, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 13, 2026

This digest curates 22 selected papers and highlights slope-channel hazard cascades, observation-driven geohazard measurement, and cold-region infrastructure resilience. Top-ranked studies cover rainfall-induced sediment cascades in Himachal Pradesh, recurrent landslide-dam monitoring in Taiwan, and 3D LiDAR measurement of debris-flow peak discharge and volume.

Papers Analyzed: 636 analyzed

Relevant Papers: 22 selected

Key Topics: slope-channel hazard cascades, observation-driven geohazard measurement, and cold-region infrastructure resilience

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March 12, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 12, 2026

This digest curates 35 selected papers and highlights rainfall-triggered slope mechanics, moisture-aware hazard intelligence, and multi-hazard geotechnical resilience. Top-ranked studies cover data-physics hazard zoning for rainfall-induced landslides, rapid InSAR-TLS reconstruction of the 2025 Junlian landslide, and centrifuge-tested protection barriers for flow-like landslides.

Papers Analyzed: 1054 analyzed

Relevant Papers: 35 selected

Key Topics: rainfall-triggered slope mechanics, moisture-aware hazard intelligence, and multi-hazard geotechnical resilience

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March 11, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 11, 2026

This digest curates 35 selected papers and highlights process-resolving geohazard inference, sparse-observation hydrology, and operational Earth observation methods. Top-ranked studies cover multiscale monitoring of urban slope instability, entropy-based diagnosis of colluvial landslide evolution, and multi-intensity earthquake-induced landslide hazard analysis.

Papers Analyzed: 975 analyzed

Relevant Papers: 35 selected

Key Topics: process-resolving geohazard inference, sparse-observation hydrology, and operational Earth observation methods

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March 10, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 10, 2026

This digest curates 55 selected papers and highlights loess failure physics, operational hydroclimatic forecasting, and hazard-ready Earth observation. Top-ranked studies cover sewage-driven loess collapse mechanisms, rainfall-conditioned pile-reinforced slope analysis, and adaptation-aware coastal forecasting workflows built for operational use.

Papers Analyzed: 1014 analyzed

Relevant Papers: 55 selected

Key Topics: loess failure physics, operational hydroclimatic forecasting, and hazard-ready Earth observation

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March 9, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 9, 2026

This digest curates 84 selected papers and highlights cascading slope hazards, operational flood intelligence, and physically anchored Earth observation models. Top-ranked studies cover multistage debris-flow check dam design for tailings-dam failure, fused Newmark multi-event landslide hazard assessment, and community-to-reservoir flood forecasting workflows built for operational decisions.

Papers Analyzed: 1582 analyzed

Relevant Papers: 84 selected

Key Topics: cascading slope hazards, operational flood intelligence, and physically anchored Earth observation models

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March 8, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 8, 2026

This digest curates 73 selected papers and highlights interpretable landslide and subsidence prediction, coastal groundwater-state diagnosis, and resilience design under chronic forcing. Top-ranked studies cover Kerala monsoon susceptibility mapping, groundwater-management scenarios for mitigating land subsidence, and multimodal flood forecasting across coupled urban-coastal systems.

Papers Analyzed: 981 analyzed

Relevant Papers: 73 selected

Key Topics: interpretable landslide prediction, coastal groundwater-state diagnosis, and resilience design under chronic forcing

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March 7, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 7, 2026

This digest curates 90 selected papers and highlights hydrodynamic boundary effects in landslide floods and dam formation, observation-model coupling from SWOT, ERT, and DInSAR, and mechanism-specific resilience engineering for liquefaction, flood adaptation, and infrastructure response. Top-ranked studies cover Chilcotin River landslide-induced flooding, reservoir-conditioned landslide-dam formation, and coupled source dynamics at Anak Krakatau.

Papers Analyzed: 500 analyzed

Relevant Papers: 90 selected

Key Topics: hydrodynamic boundary effects, observation-model coupling, and mechanism-specific resilience engineering

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March 6, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 6, 2026

This digest curates 75 selected papers and highlights progressive failure in structurally controlled slopes, driver-decoupled forecasting of cascading debris-flow hazards, and observation-constrained mitigation using GNSS-IR, LiDAR, and InSAR. Top-ranked studies cover bedding- and fracture-governed instability, post-earthquake river-blocking debris-flow prediction, and mechanism-specific support and vegetation design for hazard reduction.

Papers Analyzed: 517 analyzed

Relevant Papers: 75 selected

Key Topics: progressive failure mechanics, driver-decoupled cascading hazards, and observation-constrained mitigation

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March 5, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 5, 2026

This digest curates 174 selected papers and highlights slip-surface-scale landslide mechanics, trigger-specific debris-flow modelling, and remote-sensing-constrained hazard inference. Top-ranked studies cover reactivation of stepwise-deepening landslides, residual-strength prediction for old loess landslides, and coupled debris-flow and coastal risk analyses under climatic and tectonic forcing.

Papers Analyzed: 994 analyzed

Relevant Papers: 174 selected

Key Topics: progressive failure mechanics, pathway-specific trigger attribution, and asset-scale risk translation

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March 4, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 4, 2026

This digest curates 191 selected papers and highlights process-resolved multi-hazard dynamics, mechanism-explicit mobility modelling, and measurement-to-model integration using TLS/UAV-derived structure diagnostics. Top-ranked studies cover hydro-geomorphological flood disaster analysis, Himalayan glacial-lake hazard assessment, and coupled landslide–surge wave simulation for infrastructure safety.

Papers Analyzed: 1061 analyzed

Relevant Papers: 191 selected

Key Topics: material-conditioned failure mechanics, sensor-to-simulation workflows, and implementation-oriented risk mitigation

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March 3, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 3, 2026

This digest curates 184 selected papers and highlights integrated GNSS-seismic-hydrologic slope acceleration diagnostics, substrate-controlled rock-avalanche emplacement, and uncertainty-aware slope reliability updating. Top-ranked studies cover Etna flank deformation modeling, landslide-surge interaction with concrete dams, and climate-conditioned adaptation workflows for floods, avalanches, and drought transitions.

Papers Analyzed: 1094 analyzed

Relevant Papers: 184 selected

Key Topics: multi-sensor trigger diagnostics, cascading hazard-chain modelling, and probabilistic geohazard decision workflows

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March 2, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 2, 2026

This digest curates 399 selected papers and highlights physics-based seismic hazard forecasting with model-adequacy scoring, reproducible real-time volcanic eruption forecasting, and TRIGRSMap spatiotemporal landslide susceptibility mapping with heterogeneous soil representation. Top-ranked studies also include UAV/LiDAR tensor-strain localization and regional-scale risk management for landslide-prone urban heritage areas.

Papers Analyzed: 1888 analyzed

Relevant Papers: 399 selected

Key Topics: uncertainty-aware forecasting, kinematics-resolved monitoring, and probabilistic geohazard risk workflows

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March 1, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Mar 1, 2026

This digest curates 140 selected papers and highlights multiscale rainfall-induced landslide displacement forecasting, field-to-numerical reconstruction of the Wangdalong landslide dam, and long-horizon glacial lake renewal monitoring. Top-ranked studies cover seismic-infrasonic debris-flow source diagnostics, facility-scale flood hazard mapping for wastewater treatment plants, and ANN-enabled tunnel failure prediction in heterogeneous clay.

Papers Analyzed: 910 analyzed

Relevant Papers: 140 selected

Key Topics: trigger-aware displacement forecasting, multi-sensor hazard diagnostics, and infrastructure-scale risk quantification

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February 28, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 28, 2026

This digest curates 32 selected papers and highlights uncertainty-explicit landslide forecasting, 3D stochastic slope-failure modelling, and satellite-enabled cryosphere hazard monitoring. Top-ranked studies cover Transformer-based rainfall sequence integration for landslide probability, SWOT lake-level monitoring for GLOF detection, and injection-volume controls on induced seismicity rates.

Papers Analyzed: 479 analyzed

Relevant Papers: 32 selected

Key Topics: process-aware hazard intelligence, probabilistic geotechnical modelling, and physics-constrained monitoring workflows

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February 27, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 27, 2026

This digest curates 78 selected papers and highlights uncertainty-explicit hazard forecasting, fault-structure-aware landslide susceptibility analysis, and engineering-focused probabilistic risk design. Top-ranked studies cover rapid ensemble tsunami forecasting, hydro-geomorphic landslide-flash-flood failure chains, and MT-InSAR-enhanced transmission-corridor susceptibility optimization.

Papers Analyzed: 524 analyzed

Relevant Papers: 78 selected

Key Topics: uncertainty-aware early warning, structure-coupled slope hazard diagnostics, and deployable geotechnical risk controls

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February 26, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 26, 2026

This digest curates 185 selected papers and highlights coupled process-to-impact geohazard analytics, multifactor InSAR deformation attribution, and physics-constrained precipitation nowcasting. Top-ranked studies cover reservoir-rainfall landslide deformation diagnostics, seismic structure-informed hazard interpretation, and tsunami wavefield mapping from SWOT observations.

Papers Analyzed: 1030 analyzed

Relevant Papers: 185 selected

Key Topics: hydro-mechanical slope coupling, operational multi-hazard monitoring, and uncertainty-aware hazard intelligence

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February 25, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 25, 2026

This digest curates 176 selected papers and highlights seismo-geotechnical coupling, structure-aware landslide susceptibility assessment, and decision-oriented flood vulnerability analytics. Top-ranked studies cover earthquake magnitude classification, fault-coupled paleo-landslide evolution, and co-seismic tailings instability mechanisms.

Papers Analyzed: 1034 analyzed

Relevant Papers: 176 selected

Key Topics: seismic-hydrologic process coupling, operational flood-risk intelligence, and uncertainty-aware hazard modelling

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February 24, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 24, 2026

This digest curates 168 selected papers and highlights rainfall-displacement early warning design, multi-orbit InSAR slope diagnostics, and infrastructure-facing hazard intelligence. Top-ranked studies cover kinematic-feature landslide warning models, large-scale debris-flow process simulation, and dynamic urban flood-risk hotspot mapping.

Papers Analyzed: 1058 analyzed

Relevant Papers: 168 selected

Key Topics: process-resolved landslide monitoring, scalable hazard modelling, and flood disruption recovery analytics

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February 23, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 23, 2026

This digest curates 251 selected papers and highlights mechanism-aware hazard intelligence, precursor-rich landslide diagnostics, and control-oriented flood and seismic risk workflows. Top-ranked studies cover impulse-wave bank stress evolution, InSAR signal-based early warning, and multi-parameter seismic metrics for avalanche detection.

Papers Analyzed: 1413 analyzed

Relevant Papers: 251 selected

Key Topics: multi-signal precursor diagnostics, flood reanalysis and operations, and probabilistic hazard-to-impact assessment

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February 22, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 22, 2026

This digest curates 126 selected papers and highlights mechanism-guided displacement forecasting, repeated-earthquake slope damage evolution, and observation-rich hazard intelligence workflows. Top-ranked studies cover physics-informed landslide prediction, seismic progressive-failure reconstruction, and multi-sensor terrain monitoring translated into operational risk metrics.

Papers Analyzed: 938 analyzed

Relevant Papers: 126 selected

Key Topics: mechanism-informed forecasting, multi-sensor monitoring pipelines, and reliability-aware infrastructure risk analysis

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February 21, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 21, 2026

This digest curates 54 selected papers and highlights 3D basin-controlled seismic response, bi-hazard railway risk optimization, and liquefaction-focused tunnel mitigation. Top-ranked studies cover Merapi flank instability modeling, flood hazard evolution under long-term land-use change, and basin-scale liquefaction response analysis.

Papers Analyzed: 550 analyzed

Relevant Papers: 54 selected

Key Topics: coupled seismic-landslide risk design, 3D basin and liquefaction dynamics, and SWOT-enabled hydroclimate monitoring

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February 20, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 20, 2026

This digest curates 81 selected papers and highlights uncertainty-aware susceptibility mapping, small-sample debris-flow assessment, and liquefaction/site-response advances translated into operational risk metrics. Top-ranked studies cover ensemble deep learning with road vulnerability indexing, probabilistic regional mapping with reliability updating, and SMOTE-assisted debris-flow susceptibility modeling.

Papers Analyzed: 597 analyzed

Relevant Papers: 81 selected

Key Topics: uncertainty-aware susceptibility mapping, small-sample debris-flow modeling, liquefaction/site effects, and multi-source hazard monitoring

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February 19, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 19, 2026

This digest synthesizes 165 selected papers and highlights quantified seismic and cryosphere precursors, disturbance-and-rainfall slope failure mechanisms, and robust multi-sensor monitoring workflows. Top-ranked studies examine quiescence-to-activation patterns before the 2025 Mw 8.8 Kamchatka event, unilateral rupture reconstruction with tsunami constraints, and explainable diffusion-augmented susceptibility mapping.

Papers Analyzed: 918 analyzed

Relevant Papers: 165 selected

Key Topics: quantified precursors, explainable generative susceptibility mapping, decorrelation-tolerant monitoring, and hydro-mechanical failure progression

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February 18, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 18, 2026

This digest synthesizes 147 selected papers and highlights uncertainty-aware rainfall triggering, near-real-time deformation monitoring, and coupled sediment-fluid cascade modeling. Top-ranked studies examine hybrid susceptibility mapping in the Sikkim Himalaya, paleoseismic hazard inference from tephra seismites, and open-source SPH simulation of the 2017 Kotrupi debris flow.

Papers Analyzed: 899 analyzed

Relevant Papers: 147 selected

Key Topics: uncertainty-aware triggering, continuous deformation time series, coupled cascade dynamics, and infrastructure-facing geotechnics

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February 17, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 17, 2026

This digest synthesizes 158 selected papers and highlights event-scale debris-flow and flash-flood reconstruction, structure-aware monitoring that resolves subsurface failure controls, and uncertainty-aware warning validation. Top-ranked studies examine the 2023 Xi'an debris flow, mixed-source surface-wave imaging of deep-seated landslide structure, and integrated SBAS-InSAR plus deep segmentation workflows for hazard detection.

Papers Analyzed: 921 analyzed

Relevant Papers: 158 selected

Key Topics: forensic event reconstruction, mechanism-resolving monitoring, hybrid physics-data modelling, and impact-based early warning under uncertainty

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February 16, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 16, 2026

This digest synthesizes 240 selected papers and highlights the shift from hazard mapping to forecasting, evidence-grounded multimodal crisis intelligence, and physics-informed simulation workflows. Top-ranked studies examine slope-unit InSAR displacement prediction, instability and collapse-range forecasting during open-pit to underground transitions, and decadal post-disaster mass-movement evolution in a Himalayan catchment.

Papers Analyzed: 1312 analyzed

Relevant Papers: 240 selected

Key Topics: forecast-oriented deformation monitoring, multimodal impact assessment, hybrid physics-AI hazard simulation, and climate-linked slope instability

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February 15, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 15, 2026

This digest synthesizes 150 selected papers and focuses on integrated hazard-intelligence pipelines, mechanism-constrained AI/ML modeling, and uncertainty-aware warning and decision workflows. Top-ranked studies examine critical rainfall thresholds for clustered landslides, seismic failure evolution in anti-dip rock slopes with weak interlayers, and broad co-seismic displacement impacts from deep earthquakes.

Papers Analyzed: 950 analyzed

Relevant Papers: 150 selected

Key Topics: integrated sensing-to-decision hazard systems, multi-modal remote sensing fusion, and probabilistic/cascading risk analytics for early warning and resilience planning

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February 14, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 14, 2026

This digest synthesizes 71 selected papers and focuses on soil-water instability mechanisms, coastal/offshore porous-media hazard mechanics, and interpretable cascading infrastructure-risk analytics. Top-ranked studies examine intergranular-state controls on internal erosion, magnetotelluric imaging beneath Sabancaya Volcano, and Sentinel-1 InSAR coastal vertical land motion exposure across India.

Papers Analyzed: 631 analyzed

Relevant Papers: 71 selected

Key Topics: soil-water instability mechanisms, coastal/offshore porous-media hazards, interpretable cascading-risk and exposure monitoring workflows

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February 13, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 13, 2026

This digest synthesizes 179 selected papers and focuses on hydro-mechanical rainfall-triggered failure mechanisms, multi-sensor landslide event reconstruction, and robust susceptibility and monitoring workflows. Top-ranked studies examine clustered rainfall-triggered landslides in Fujian, seismic reconstruction of the 2025 Junlian landslide, and DBSCAN-based non-landslide sampling for susceptibility mapping.

Papers Analyzed: 750 analyzed

Relevant Papers: 179 selected

Key Topics: hydro-mechanical failure processes, multi-sensor event reconstruction, and debiased susceptibility plus operational monitoring/mitigation workflows

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February 12, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 12, 2026

This digest synthesizes 230 selected papers and focuses on AI/ML plus multi-sensor remote-sensing workflows, physics-informed and hybrid hazard modeling, and climate-resilient infrastructure decision support. Top-ranked studies examine post-wildfire mudflow onset prediction, differentiable GNN back-analysis of liquefaction residual strength, and seismic source dynamics in fault systems.

Papers Analyzed: 1129 analyzed

Relevant Papers: 230 selected

Key Topics: AI/ML plus multi-sensor remote sensing, physics-informed and hybrid hazard modeling, climate adaptation and resilient infrastructure decision support

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February 11, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 11, 2026

This digest synthesizes 198 selected papers and focuses on AI/ML-driven geohazard intelligence, integrated multi-sensor and multi-physics monitoring, and climate-resilient infrastructure adaptation. Top-ranked studies examine earthquake occurrence stochasticity, fair multi-hazard retrofit allocation, and machine-learning seismic characterization of lahars.

Papers Analyzed: 1024 analyzed

Relevant Papers: 198 selected

Key Topics: AI/ML geohazard intelligence, multi-sensor multi-physics monitoring, climate-resilient infrastructure and adaptation

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February 10, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 10, 2026

This digest synthesizes 179 selected papers and focuses on explainable AI-driven geohazard intelligence, integrated multi-source monitoring and spatiotemporal analysis, and advanced multi-physics hazard modeling. Top-ranked studies examine submarine landslide pipeline impacts, TS-InSAR plus machine-learning subsidence analysis, and deep-learning landslide detection improvements.

Papers Analyzed: 1045 analyzed

Relevant Papers: 179 selected

Key Topics: explainable AI and foundation-model geohazard workflows, integrated multi-source monitoring, and multi-physics hazard process modeling

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February 9, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 9, 2026

This digest synthesizes 281 selected papers and focuses on landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows, infrastructure-focused hazard performance. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, flood generation and hydroclimatic forcing, and operational early-warning thresholding.

Papers Analyzed: 1566 analyzed

Relevant Papers: 281 selected

Key Topics: landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows, infrastructure-focused hazard performance

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February 8, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 8, 2026

This digest synthesizes 128 selected papers and focuses on flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways, high-resolution remote-sensing monitoring workflows. Top-ranked studies examine earthquake-triggered slope response and liquefaction, risk, fragility, and resilience assessment, and coastal and submarine hazard coupling.

Papers Analyzed: 1013 analyzed

Relevant Papers: 128 selected

Key Topics: flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways, high-resolution remote-sensing monitoring workflows

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February 7, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 7, 2026

This digest synthesizes 43 selected papers and focuses on groundwater and subsurface hydrogeologic hazards, landslide process mechanics and slope evolution, wildfire hazard dynamics and adaptation. Top-ranked studies examine risk, fragility, and resilience assessment, wildfire hazard and adaptation, and groundwater and subsurface hydrogeologic hazards.

Papers Analyzed: 574 analyzed

Relevant Papers: 43 selected

Key Topics: groundwater and subsurface hydrogeologic hazards, landslide process mechanics and slope evolution, wildfire hazard dynamics and adaptation

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February 6, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 6, 2026

This digest synthesizes 74 selected papers and focuses on landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, coastal and submarine hydro-geomechanics. Top-ranked studies examine mass-movement initiation and runout dynamics, earthquake-triggered slope response and liquefaction, and flood generation and hydroclimatic forcing.

Papers Analyzed: 567 analyzed

Relevant Papers: 74 selected

Key Topics: landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, coastal and submarine hydro-geomechanics

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February 5, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 5, 2026

This digest synthesizes 217 selected papers and focuses on landslide process mechanics and slope evolution, freeze-thaw and cryosphere-driven instability, flood generation, routing, and hydroclimatic forcing. Top-ranked studies examine risk, fragility, and resilience assessment, cryosphere-driven slope and infrastructure instability, and infrastructure performance under multi-hazard stress.

Papers Analyzed: 1166 analyzed

Relevant Papers: 217 selected

Key Topics: landslide process mechanics and slope evolution, freeze-thaw and cryosphere-driven instability, flood generation, routing, and hydroclimatic forcing

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February 4, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 4, 2026

This digest synthesizes 226 selected papers and focuses on flood generation, routing, and hydroclimatic forcing, landslide process mechanics and slope evolution, seismic source-to-ground response pathways. Top-ranked studies examine coastal and submarine hazard coupling, satellite and LiDAR-based deformation monitoring, and mass-movement initiation and runout dynamics.

Papers Analyzed: 1120 analyzed

Relevant Papers: 226 selected

Key Topics: flood generation, routing, and hydroclimatic forcing, landslide process mechanics and slope evolution, seismic source-to-ground response pathways

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February 3, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 3, 2026

This digest synthesizes 298 selected papers and focuses on landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, coastal and submarine hydro-geomechanics. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, coastal and submarine hazard coupling, and landslide susceptibility mapping.

Papers Analyzed: 1406 analyzed

Relevant Papers: 298 selected

Key Topics: landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, coastal and submarine hydro-geomechanics

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February 2, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 2, 2026

This digest synthesizes 247 selected papers and focuses on landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways. Top-ranked studies examine earthquake-triggered slope response and liquefaction, mass-movement initiation and runout dynamics, and flood generation and hydroclimatic forcing.

Papers Analyzed: 1283 analyzed

Relevant Papers: 247 selected

Key Topics: landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways

View Full Digest
February 1, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Feb 1, 2026

This digest synthesizes 62 selected papers and focuses on seismic source-to-ground response pathways, landslide process mechanics and slope evolution, infrastructure-focused hazard performance. Top-ranked studies examine landslide susceptibility mapping, earthquake-triggered slope response and liquefaction, and cryosphere-driven slope and infrastructure instability.

Papers Analyzed: 565 analyzed

Relevant Papers: 62 selected

Key Topics: seismic source-to-ground response pathways, landslide process mechanics and slope evolution, infrastructure-focused hazard performance

View Full Digest
January 31, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 31, 2026

This digest synthesizes 107 selected papers and focuses on seismic source-to-ground response pathways, landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing. Top-ranked studies examine risk, fragility, and resilience assessment, satellite and LiDAR-based deformation monitoring, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 674 analyzed

Relevant Papers: 107 selected

Key Topics: seismic source-to-ground response pathways, landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing

View Full Digest
January 30, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 30, 2026

This digest synthesizes 261 selected papers and focuses on landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows. Top-ranked studies examine earthquake-triggered slope response and liquefaction, landslide susceptibility mapping, and satellite and LiDAR-based deformation monitoring.

Papers Analyzed: 2956 analyzed

Relevant Papers: 261 selected

Key Topics: landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows

View Full Digest
January 29, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 29, 2026

This digest synthesizes 186 selected papers and focuses on landslide process mechanics and slope evolution, seismic source-to-ground response pathways, coastal and submarine hydro-geomechanics. Top-ranked studies examine flood generation and hydroclimatic forcing, satellite and LiDAR-based deformation monitoring, and coastal and submarine hazard coupling.

Papers Analyzed: 1141 analyzed

Relevant Papers: 186 selected

Key Topics: landslide process mechanics and slope evolution, seismic source-to-ground response pathways, coastal and submarine hydro-geomechanics

View Full Digest
January 28, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 28, 2026

This digest synthesizes 298 selected papers and focuses on high-resolution remote-sensing monitoring workflows, landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing. Top-ranked studies examine earthquake-triggered slope response and liquefaction, operational early-warning thresholding, and flood generation and hydroclimatic forcing.

Papers Analyzed: 2615 analyzed

Relevant Papers: 298 selected

Key Topics: high-resolution remote-sensing monitoring workflows, landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing

View Full Digest
January 27, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 27, 2026

This digest synthesizes 101 selected papers and focuses on coastal and submarine hydro-geomechanics, flood generation, routing, and hydroclimatic forcing, landslide process mechanics and slope evolution. Top-ranked studies examine mass-movement initiation and runout dynamics, earthquake-triggered slope response and liquefaction, and cryosphere-driven slope and infrastructure instability.

Papers Analyzed: 2097 analyzed

Relevant Papers: 101 selected

Key Topics: coastal and submarine hydro-geomechanics, flood generation, routing, and hydroclimatic forcing, landslide process mechanics and slope evolution

View Full Digest
January 26, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 26, 2026

This digest synthesizes 281 selected papers and focuses on seismic source-to-ground response pathways, flood generation, routing, and hydroclimatic forcing, wildfire hazard dynamics and adaptation. Top-ranked studies examine landslide susceptibility mapping, satellite and LiDAR-based deformation monitoring, and seismic source-to-ground response pathways.

Papers Analyzed: 1946 analyzed

Relevant Papers: 281 selected

Key Topics: seismic source-to-ground response pathways, flood generation, routing, and hydroclimatic forcing, wildfire hazard dynamics and adaptation

View Full Digest
January 25, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 25, 2026

This digest synthesizes 80 selected papers and focuses on flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows, landslide process mechanics and slope evolution. Top-ranked studies examine mass-movement initiation and runout dynamics, flood generation and hydroclimatic forcing, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 2,457 analyzed

Relevant Papers: 80 selected

Key Topics: flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows, landslide process mechanics and slope evolution

View Full Digest
January 24, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 24, 2026

This digest synthesizes 380 selected papers and focuses on flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways, wildfire hazard dynamics and adaptation. Top-ranked studies examine mass-movement initiation and runout dynamics, groundwater and subsurface hydrogeologic risk, and landslide susceptibility mapping.

Papers Analyzed: 1424 analyzed

Relevant Papers: 380 selected

Key Topics: flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways, wildfire hazard dynamics and adaptation

View Full Digest
January 23, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 23, 2026

This digest synthesizes 64 selected papers and focuses on infrastructure-focused hazard performance, seismic source-to-ground response pathways, landslide process mechanics and slope evolution. Top-ranked studies examine wildfire hazard and adaptation, satellite and LiDAR-based deformation monitoring, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 2,375 analyzed

Relevant Papers: 64 selected

Key Topics: infrastructure-focused hazard performance, seismic source-to-ground response pathways, landslide process mechanics and slope evolution

View Full Digest
January 22, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 22, 2026

This digest synthesizes 75 selected papers and focuses on infrastructure-focused hazard performance, flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, wildfire hazard and adaptation, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 2420 analyzed

Relevant Papers: 75 selected

Key Topics: infrastructure-focused hazard performance, flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows

View Full Digest
January 21, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 21, 2026

This digest synthesizes 27 selected papers and focuses on freeze-thaw and cryosphere-driven instability, infrastructure-focused hazard performance, risk, fragility, and resilience quantification. Top-ranked studies examine cryosphere-driven slope and infrastructure instability, freeze-thaw and cryosphere-driven instability, and infrastructure-focused hazard performance.

Papers Scanned: 3,079

Relevant Papers: 27 selected

Key Topics: freeze-thaw and cryosphere-driven instability, infrastructure-focused hazard performance, risk, fragility, and resilience quantification

View Full Digest
January 20, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 20, 2026

This digest synthesizes 94 selected papers and focuses on landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows, flood generation, routing, and hydroclimatic forcing. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, flood generation and hydroclimatic forcing, and wildfire hazard and adaptation.

Papers Analyzed: 3,097 analyzed

Relevant Papers: 94 selected

Key Topics: landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows, flood generation, routing, and hydroclimatic forcing

View Full Digest
January 19, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 19, 2026

This digest synthesizes 78 selected papers and focuses on flood generation, routing, and hydroclimatic forcing, landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows. Top-ranked studies examine earthquake-triggered slope response and liquefaction, flood generation and hydroclimatic forcing, and coastal and submarine hazard coupling.

Papers Analyzed: 2,414 analyzed

Relevant Papers: 78 selected

Key Topics: flood generation, routing, and hydroclimatic forcing, landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows

View Full Digest
January 18, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 18, 2026

This digest synthesizes 73 selected papers and focuses on high-resolution remote-sensing monitoring workflows, flood generation, routing, and hydroclimatic forcing, infrastructure-focused hazard performance. Top-ranked studies examine mass-movement initiation and runout dynamics, earthquake-triggered slope response and liquefaction, and satellite and LiDAR-based deformation monitoring.

Papers Analyzed: 2,125 analyzed

Relevant Papers: 73 selected

Key Topics: high-resolution remote-sensing monitoring workflows, flood generation, routing, and hydroclimatic forcing, infrastructure-focused hazard performance

View Full Digest
January 17, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 17, 2026

This digest synthesizes 140 selected papers and focuses on infrastructure-focused hazard performance, risk, fragility, and resilience quantification, flood generation, routing, and hydroclimatic forcing. Top-ranked studies examine flood generation and hydroclimatic forcing, satellite and LiDAR-based deformation monitoring, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 2122 analyzed

Relevant Papers: 140 selected

Key Topics: infrastructure-focused hazard performance, risk, fragility, and resilience quantification, flood generation, routing, and hydroclimatic forcing

View Full Digest
January 16, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 16, 2026

This digest synthesizes 147 selected papers and focuses on high-resolution remote-sensing monitoring workflows, seismic source-to-ground response pathways, risk, fragility, and resilience quantification. Top-ranked studies examine mass-movement initiation and runout dynamics, operational early-warning thresholding, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 2,172 analyzed

Relevant Papers: 147 selected

Key Topics: high-resolution remote-sensing monitoring workflows, seismic source-to-ground response pathways, risk, fragility, and resilience quantification

View Full Digest
January 15, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 15, 2026

This digest synthesizes 167 selected papers and focuses on high-resolution remote-sensing monitoring workflows, flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, operational early-warning thresholding, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 2,479 analyzed

Relevant Papers: 167 selected

Key Topics: high-resolution remote-sensing monitoring workflows, flood generation, routing, and hydroclimatic forcing, seismic source-to-ground response pathways

View Full Digest
January 14, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 14, 2026

This digest synthesizes 45 selected papers and focuses on landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, freeze-thaw and cryosphere-driven instability. Top-ranked studies examine earthquake-triggered slope response and liquefaction, mass-movement initiation and runout dynamics, and infrastructure performance under multi-hazard stress.

Papers Analyzed: 2,380 analyzed

Relevant Papers: 45 selected

Key Topics: landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, freeze-thaw and cryosphere-driven instability

View Full Digest
January 13, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 13, 2026

This digest synthesizes 76 selected papers and focuses on landslide process mechanics and slope evolution, infrastructure-focused hazard performance, seismic source-to-ground response pathways. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, landslide susceptibility mapping, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 2,675 analyzed

Relevant Papers: 76 selected

Key Topics: landslide process mechanics and slope evolution, infrastructure-focused hazard performance, seismic source-to-ground response pathways

View Full Digest
January 12, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 12, 2026

This digest synthesizes 80 selected papers and focuses on landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows. Top-ranked studies examine mass-movement initiation and runout dynamics, earthquake-triggered slope response and liquefaction, and satellite and LiDAR-based deformation monitoring.

Papers Analyzed: 2,337 analyzed

Relevant Papers: 80 selected

Key Topics: landslide process mechanics and slope evolution, flood generation, routing, and hydroclimatic forcing, high-resolution remote-sensing monitoring workflows

View Full Digest
January 11, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 11, 2026

This digest synthesizes 77 selected papers and focuses on landslide process mechanics and slope evolution, risk, fragility, and resilience quantification, flood generation, routing, and hydroclimatic forcing. Top-ranked studies examine flood generation and hydroclimatic forcing, earthquake-triggered slope response and liquefaction, and satellite and LiDAR-based deformation monitoring.

Papers Analyzed: 2,048 analyzed

Relevant Papers: 77 selected

Key Topics: landslide process mechanics and slope evolution, risk, fragility, and resilience quantification, flood generation, routing, and hydroclimatic forcing

View Full Digest
January 10, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 10, 2026

This digest synthesizes 60 selected papers and focuses on landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows, freeze-thaw and cryosphere-driven instability. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, earthquake-triggered slope response and liquefaction, and mass-movement initiation and runout dynamics.

Papers Analyzed: 1,515 analyzed

Relevant Papers: 60 selected

Key Topics: landslide process mechanics and slope evolution, high-resolution remote-sensing monitoring workflows, freeze-thaw and cryosphere-driven instability

View Full Digest
January 9, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
Jan 9, 2026

This digest synthesizes 143 selected papers and focuses on landslide process mechanics and slope evolution, seismic source-to-ground response pathways, high-resolution remote-sensing monitoring workflows. Top-ranked studies examine satellite and LiDAR-based deformation monitoring, mass-movement initiation and runout dynamics, and earthquake-triggered slope response and liquefaction.

Papers Analyzed: 1,489 analyzed

Relevant Papers: 143 selected

Key Topics: landslide process mechanics and slope evolution, seismic source-to-ground response pathways, high-resolution remote-sensing monitoring workflows

View Full Digest
Updated: January 2026 Conference & Workshop

Key Conferences & Workshops in Geohazards and AI/ML (2025-2026)

A comprehensive guide to upcoming international conferences and workshops relevant to landslide and geohazard research, covering both geotechnical/geosciences venues and top-tier machine learning/AI conferences. This curated list includes flagship events in natural hazards, geotechnical engineering, remote sensing, and artificial intelligence where researchers can present cutting-edge work and connect with the global community.

Geohazards & Geotechnical: 24 conferences including AGU, EGU, World Landslide Forum, ICSMGE, EMI, ICONHIC, and specialized symposia

ML/AI Venues: 18 top-tier conferences including NeurIPS, ICML, ICLR, CVPR, and domain-specific events

Coverage: Submission deadlines, event dates, audience/topics, and direct links to all conferences

View Full List
AGU Fall Meeting 2025 NH33B
December 17, 2025 Conference

NH33B - Toward Reliable and Scalable Geohazard Intelligence: From Multiscale Sensing to Open Data Foundations II Oral

AGU Fall Meeting 2025 oral session advancing reliable ML/AI approaches for geohazard detection, monitoring, and prediction through multi-scale sensing integration and open-source datasets.

Time: Wednesday, December 17, 2025 | 14:15 - 15:45

Location: 297 (NOLA CC)

Conveners: Xin Wei (UMich), Chuxuan Li, Jingxiao Liu, Bingxu Luo

Student/Early Career Convener: Ann Sinclair

Learn More
AGU Fall Meeting 2025
December 15, 2025 Conference

NH11D - Toward Reliable and Scalable Geohazard Intelligence

AGU Fall Meeting 2025 poster session focusing on advancing reliable ML/AI approaches for geohazard detection, monitoring, and prediction. Features 10 research papers on landslides, earthquakes, floods, and open-source datasets.

Time: Monday, December 15, 2025 | 08:30 - 12:00

Location: Hall EFG (Poster Hall), New Orleans Convention Center

Conveners: Xin Wei (UMich), Chuxuan Li (UCLA), Jingxiao Liu (MIT), Bingxu Luo (UArizona)

Learn More
December 11, 2025 AI Insights

MIDAS AI DIGEST: SAM-3 | NVIDIA AV Dataset | Prompt Engineering Basics | ICYMI | More

The latest MIDAS AI Digest featuring updates on SAM-3, NVIDIA AV Dataset, Prompt Engineering Basics, and more AI tools and resources for researchers.

Read Digest
November 25, 2025 AI Insights

MIDAS AI DIGEST: Upcoming AI Sandbox Sessions | Gemini 3 | re3data | Scholar Labs | More

The latest MIDAS AI Digest featuring updates on upcoming AI Sandbox Sessions, Gemini 3, re3data, Scholar Labs, and more AI tools and resources for researchers.

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Orchestra: AI-native research platform logo
November 20, 2025 AI Insights

Orchestra: AI-Native Research, From Idea to Publication

Our mission is simple: to eliminate this friction entirely. We're building an AI-native research companion—a system that collaborates with you, not replaces you. It automates the tedious, the repetitive, and the complex, so you can focus on what truly matters: asking the next great question.

Platform: AI-Native Research Companion

Features: Automated literature review, code generation, environment setup, and experiment monitoring

Success Story: Reproducing LoRA results in 1 day with no prior RL experience

Learn More
November 19, 2025 Data Release

USGS releases National Landslide Damages and Losses

The National Landslide Damages and Losses (NLDL) database provides comprehensive U.S. landslide loss and damage information from 131 sources, compiled within a consistent framework. The database includes 5,687 records covering individual events and groups of landslides, with inflation-adjusted economic data, fatalities, and event characteristics.

Learn More
November 13, 2025 AI Insights

MIDAS AI DIGEST: AutoGluon, arXiv, UCI Machine Learning Repository, Verbalized Sampling, More

The latest MIDAS AI Digest featuring updates on AutoGluon, arXiv, UCI Machine Learning Repository, Verbalized Sampling, and more AI tools and resources for researchers.

Read Digest
October 30, 2025 AI Insights

MIDAS AI DIGEST: AI Sandbox Image Analysis with AI, Google Quantum Echoes, Hugging Face Spaces, BatchPlanet, and more

The latest MIDAS AI Digest featuring updates on AI Sandbox Image Analysis, Google Quantum Echoes, Hugging Face Spaces, BatchPlanet, and more AI tools and resources for researchers.

Read Digest
October 16, 2025 AI Insights

MIDAS AI DIGEST: AI Sandbox Drop-In Sessions (Oct. 23 & 27), AI Community Forum on Slack, Embedding Gemma, Google Research Datasets, Exoplanet, more

The latest MIDAS AI Digest featuring updates on AI Sandbox Drop-In Sessions, AI Community Forum on Slack, Embedding Gemma, Google Research Datasets, Exoplanet, and more AI tools and resources for researchers.

Read Digest
October 2, 2025 AI Insights

MIDAS AI DIGEST: AI Sandbox Drop-In Sessions (Oct. 2 & 6), AI Slack Channel, Google Geospatial Reasoning, Objaverse, ICYMI and more

The latest MIDAS AI Digest featuring updates on AI Sandbox Drop-In Sessions, AI Slack Channel, Google Geospatial Reasoning, Objaverse, and more AI tools and resources for researchers.

Read Digest
September 5, 2025 AI Insights

MIDAS AI DIGEST: AI Sandbox, DINOv3, Generative AI Observatory, ICYMI and more

The latest MIDAS AI Digest featuring updates on AI Sandbox, DINOv3, Generative AI Observatory, and more AI tools and resources for researchers.

Read Digest
AI for Scientists and Engineers Summer Academy 2025
July 7 – 25, 2025 Conference & Workshop

AI for Scientists and Engineers Summer Academy 2025

A three-week intensive academy designed for academic researchers and university faculty across biological sciences, engineering, environmental and earth science, physical sciences, and social sciences. Learn mathematical foundations of machine learning, critically assess AI model data, and understand strategic considerations for incorporating AI into research workflows. Prior coding experience is NOT required.

Learn More
NASA ARSET
March 11, 13, 18, 2025 Conference

NASA Applied Remote Sensing (ARSET)

A three-part introductory training that covers a number of topics related to landslides, demonstrating a wide variety of NASA Earth science data uses to characterize landslides and their impacts.

Part 1: Remote Sensing for Landslide Science and Disaster Planning

Part 2: Mapping Landslide Occurrence Using Earth Observations

Part 3: Remote Sensing and Landslide Susceptibility

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Jowaria Khan Presentation 1 Jowaria Khan Presentation 2
February 14, 2025 AI Insights

Jowaria Khan's Presents on Geospatial Foundation Models

An insightful presentation on the latest developments in geospatial foundation models and their applications to landslide research and risk assessment.

Learn More

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