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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

Learn More
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

Learn More
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

Learn More
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

Learn More
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

Learn More
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

Learn More
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.

Read Digest
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.

Read Digest
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.

Read Digest
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.

Read Digest
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.

Read Digest
June 17, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 17, 2026

Highlights dynamically triggered megathrust slip, loess infiltration, subsea tunnel water-mud inrush, seismic stabilizing-pile design, urban pluvial flood risk, seismic network vulnerability, permafrost active-layer monitoring, wildfire propagation, and trustworthy geospatial AI.

Papers Analyzed: 2109 analyzed

Relevant Papers: 43 selected

Key Topics: megathrust slip, loess infiltration, water-mud inrush, urban flood risk, pluvial warning, liquefaction, permafrost, wildfire, soil moisture, optical-SAR change detection, geospatial AI trust

View Full Digest
June 16, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 16, 2026

Highlights seismic slope damage quantification, LandslideAgent and Multimodal LandslideBench, GLOF reconstruction, graph-based landslide displacement prediction, SAR flood mapping, sea-level predictability, AI water-cycle observation, coseismic LiDAR displacement, and physics-guided geoscience AI.

Papers Analyzed: 2074 analyzed

Relevant Papers: 31 selected

Key Topics: seismic landslides, LandslideAgent, GLOFs, SAR flood mapping, sea-level rise, water-cycle AI, coseismic LiDAR, mining subsidence, wildfire, stabilizing piles, fracture modelling

View Full Digest
June 15, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 15, 2026

Highlights mountain multi-hazard risk, RQD-based landslide susceptibility, UAV debris-flow reconstruction, UATEM landslide investigation, mining-induced InSAR slope monitoring, landslide-wave modelling, multi-agent landslide assessment, coastal-flood attribution, and AI ocean prediction.

Papers Analyzed: 2098 analyzed

Relevant Papers: 43 selected

Key Topics: multi-hazard risk, landslide susceptibility, debris flows, UATEM, mining-induced deformation, landslide-generated waves, multi-agent systems, seismic resilience, flood attribution, SAR-optical fusion, PINNs

View Full Digest
June 14, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 14, 2026

Highlights landslide susceptibility, rainfall-triggered prediction, landslide reactivation, alpine rockfall controls, mine-dump debris-flow runout, compound rockslide mechanics, UAV-LiDAR slip-surface reconstruction, flood SAR, and infrastructure resilience.

Papers Analyzed: 2642 analyzed

Relevant Papers: 45 selected

Key Topics: landslide prediction, rockfall, talus evolution, debris-flow runout, UAV LiDAR, InSAR, flood SAR, seismic monitoring, DAS, infrastructure resilience

View Full Digest
June 16, 2026 AI Insights

From Prompting to Agent Skills, Harnesses, and Loops

A rolling engineering note on how reliable AI agents are evolving from prompt craft into layered systems: context management, reusable Agent Skills, runtime harnesses, and explicit execution loops for long-running knowledge-work workflows.

Focus: Agent Skills, Harness Engineering, Loop Engineering, Context Engineering

Research Angle: Practical lessons for evidence extraction, validation, provenance, and human-in-the-loop review

Read Article
June 13, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 13, 2026

Highlights landslide-channel amplification, regional InSAR landslide detection, UAV thermal landslide monitoring, future debris-flow susceptibility, tailings and permafrost deformation, sinkhole detection, DAS earthquake early warning, and remote-sensing foundation-model transfer.

Papers Analyzed: 1995 analyzed

Relevant Papers: 40 selected

Key Topics: landslide cascades, InSAR, UAV thermography, debris flows, tailings deformation, permafrost motion, sinkholes, SPH runout, geospatial foundation models, DAS warning, liquefaction, tunnel deformation

View Full Digest
June 12, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 12, 2026

Highlights physics-constrained landslide simulation, frequency-aware landslide detection, riverbank collapse, drawdown-sensitive slope reliability, karst rainfall erosion, liquefaction mitigation, earthquake initiation, and tunnel-ground interaction.

Papers Analyzed: 1594 analyzed

Relevant Papers: 33 selected

Key Topics: landslide motion, landslide detection, riverbank collapse, slope reliability, karst runoff, soil nailing, liquefaction, earthquake initiation, flood reconstruction, tunnel instability

View Full Digest
June 11, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 11, 2026

Centers on rainfall-induced landslides, post-fire debris-flow modeling, Himalayan landslide risk, Three Gorges landslide relics, thaw-slump warning, reservoir and open-pit displacement forecasting, levee piping, dam breaching, flood-depth extraction, and tunnel-slope coupling.

Papers Analyzed: 1564 analyzed

Relevant Papers: 38 selected

Key Topics: rainfall landslides, debris flows, landslide inventories, slope stability, thaw slumps, flood mapping, levee piping, dam overtopping, gully erosion, scour, earthquake early warning

View Full Digest
June 10, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 10, 2026

Focuses on the Alaska fjord landslide-tsunami, Zelunglung rock-ice avalanche mobility, debris-flow slit-dam impacts, Xieliupo landslide runout prediction, subsidence and basin deformation monitoring, karst multi-hazards, flood mapping, and seismic infrastructure resilience.

Papers Analyzed: 1964 analyzed

Relevant Papers: 40 selected

Key Topics: landslide-tsunami, rock-ice avalanche, debris-flow mitigation, landslide runout, land subsidence, basin deformation, karst hazards, SAR flood mapping, liquefaction, tunnel damage

View Full Digest
June 9, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 9, 2026

Focuses on earthquake-induced rockfall, mechanism-informed InSAR landslide mapping, UAV landslide detection, postfire debris-flow vulnerability, flood modelling, seismic infrastructure risk, and cold-region ground processes.

Papers Analyzed: 1972 analyzed

Relevant Papers: 35 selected

Key Topics: rockfall, InSAR landslide mapping, UAV detection, postfire debris flows, pluvial floods, compound flooding, seismic hazard, glacier change, freeze-thaw soils

View Full Digest
June 8, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 8, 2026

Focuses on volcanic debris-avalanche databases, sensitive-clay slope failure, rockfall frequency curves, ice-rock debris flows, rockslide-generated surge waves, seismic risk, and cold-region geotechnics.

Papers Analyzed: 2002 analyzed

Relevant Papers: 35 selected

Key Topics: volcanic debris avalanches, sensitive clay landslides, rockfall frequency, ice-rock debris flows, check dams, surge waves, seismic hazard, freeze-thaw geotechnics

View Full Digest
June 7, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 7, 2026

Focuses on landslide sampling, coastal highway stabilization, tunnel rockburst, cold-region freeze-thaw damage, flood mapping, GNSS displacement models, and subsurface imaging benchmarks.

Papers Analyzed: 2487 analyzed

Relevant Papers: 34 selected

Key Topics: landslide susceptibility sampling, tunnel rockburst, rock slope protection, freeze-thaw rock damage, SAR flood mapping, GNSS displacement, subsurface imaging

View Full Digest
June 6, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 6, 2026

Focuses on climate-sensitive landslide dynamics, co-seismic landslide mapping, reservoir landslide-surge chains, freeze-thaw degradation, GLOF risk, coastal subsidence, tunnel diagnostics, and physics-guided remote sensing.

Papers Analyzed: 1851 analyzed

Relevant Papers: 36 selected

Key Topics: co-seismic landslide mapping, reservoir landslide-surge chains, debris-flow susceptibility, GLOF risk, freeze-thaw degradation, coastal subsidence, tunnel digital twins, GNSS-R ice melt

View Full Digest
June 5, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 5, 2026

Focuses on post-seismic debris-flow reconstruction, InSAR-based landslide displacement forecasting, probabilistic rainfall thresholds, groundwater-linked slope stability, tunnel and mining hazards, palaeoflood evidence, and remote-sensing methods for sparse observations.

Papers Analyzed: 1400 analyzed

Relevant Papers: 41 selected

Key Topics: Bujueyida debris flow, PatchTST landslide forecasting, phreatic-line warning thresholds, soil-rock erosion, seismic slope stability, tunnel groundwater dynamics, coal burst warning, palaeoflood hydrology, GeoAI wildfire science

View Full Digest
June 4, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 4, 2026

Tracks field-validated debris-flow mitigation, small-landslide segmentation, thaw-slump mapping, mine-slope rheology, multi-hazard heritage vulnerability, seismic and flood risk, and sensor-robust remote-sensing methods for hazard observation.

Papers Analyzed: 1905 analyzed

Relevant Papers: 50 selected

Key Topics: debris-flow barriers, LandslideSegFormer, thaw slumps, SBAS-InSAR, mine-slope creep, urban flood susceptibility, seismic vulnerability, SAR anomaly detection, DEM reconstruction, tunnel and mining hazards

View Full Digest
June 3, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 3, 2026

Focuses on time-dependent terrain state: pulsing landslide lakes, L-band alpine rock-slope monitoring, rainfall-functional landslide prediction, multi-temporal susceptibility, thaw-slump mapping, liquefaction recovery, and monitored tunnel and mining hazards.

Papers Analyzed: 1833 analyzed

Relevant Papers: 44 selected

Key Topics: landslide-lake ephemerality, alpine InSAR, rainfall time series, Nujiang landslides, retrogressive thaw slumps, dam-break debris, induced seismicity, tunnel and mining deformation, geospatial foundation models

View Full Digest
June 2, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 2, 2026

Focuses on process-chain landslide science: debris-rich flood continua, probabilistic failure-time warning, earthquake-triggered mapping, landslide reactivation, glacier and slush-flow instability, and infrastructure deformation monitoring.

Papers Analyzed: 1787 analyzed

Relevant Papers: 44 selected

Key Topics: landslide-debris floods, failure-time prediction, earthquake-triggered landslides, reactivation mechanics, glacier collapse, slush flows, tunnel and railway deformation, rockburst monitoring

View Full Digest
June 1, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
June 1, 2026

Focuses on slope-state estimation through slow-moving landslide tracking, susceptibility uncertainty, reservoir-slope reliability, rainfall displacement, paraglacial instability, debris-flow impacts, and remote-sensing observation.

Papers Analyzed: 1212 analyzed

Relevant Papers: 40 selected

Key Topics: slow-moving landslides, susceptibility uncertainty, reservoir reliability, rainfall displacement, paraglacial slopes, debris-flow mapping, tailings dams, InSAR and LiDAR

View Full Digest
May 31, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 31, 2026

Recasts landslide hazard as coupled event evolution, linking post-seismic renewal, runout and debris-flow inundation, optical mapping, climate extremes, GNSS/InSAR monitoring, and infrastructure interaction.

Papers Analyzed: 2368 analyzed

Relevant Papers: 66 selected

Key Topics: post-seismic landslides, runout and debris flows, optical mapping, climate extremes, GNSS deformation, InSAR active landslides, atmospheric rivers, tunnel-landslide interaction

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May 30, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 30, 2026

Centers on rock-ice avalanche rheology, Haiti fault creep, soil-rock mixture mechanics, granular-flow reconstruction, coastal and foundation scour, seismic isolation, SAR altimetry, and disaster recovery.

Papers Analyzed: 1040 analyzed

Relevant Papers: 48 selected

Key Topics: rock-ice avalanches, Haiti fault creep, soil-rock mixtures, granular flows, scour, seismic isolation, SAR altimetry, disaster recovery

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May 29, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 29, 2026

Focuses on loess embankment instability, unstable rock-mass point clouds, rock-slope failures, landslide-driven drainage, reservoir seepage PINNs, Dingri InSAR, tunnel inrush, and urban flood cascades.

Papers Analyzed: 1072 analyzed

Relevant Papers: 54 selected

Key Topics: loess embankments, rock-mass point clouds, rock-slope failures, landslide drainage, seepage PINNs, Dingri InSAR, tunnel inrush, urban flood cascades

Read More
May 28, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 28, 2026

Emphasizes coastal landslide runout, tsunami databases, thaw-induced moraine deformation, optical-SAR floods, neural-operator urban flooding, snowmelt floods, Makran tsunamis, and tunnel collapse.

Papers Analyzed: 1770 analyzed

Relevant Papers: 70 selected

Key Topics: coastal landslide runout, tsunami databases, moraine deformation, optical-SAR floods, urban flood neural operators, snowmelt floods, Makran tsunamis, tunnel collapse

Read More
May 27, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 27, 2026

Connects large-landslide inventories, debris-flow super-resolution, rupture arrest, coseismic sediment connectivity, loess tunnel erosion, frozen red-clay slopes, liquefaction walls, and rockburst monitoring.

Papers Analyzed: 1733 analyzed

Relevant Papers: 67 selected

Key Topics: large landslides, debris-flow super-resolution, rupture arrest, coseismic sediment, loess tunnel erosion, frozen slopes, liquefaction walls, microseismic rockbursts

Read More
May 26, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 26, 2026

Highlights remote-sensing landslide mapping, liquefaction-induced embankment cracking, unsaturated-flow slope failure, induced seismicity, SAR flood mapping, flash drought, and atmospheric downscaling.

Papers Analyzed: 1697 analyzed

Relevant Papers: 67 selected

Key Topics: landslide mapping, liquefaction cracking, unsaturated slopes, induced seismicity, SAR floods, flash drought, extreme precipitation, atmospheric downscaling

Read More
May 25, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 25, 2026

Focuses on global flood-landslide exposure, physical rainfall-landslide prediction, probabilistic slope reliability, subaqueous slopes, liquefaction, suffusion, permafrost infrastructure, and coastal erosion.

Papers Analyzed: 2304 analyzed

Relevant Papers: 66 selected

Key Topics: flood-landslide exposure, rainfall prediction, slope reliability, subaqueous slopes, liquefaction, suffusion, permafrost infrastructure, coastal erosion

Read More
May 24, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 24, 2026

Brings together carbon-cycle hazard, drought-flood alternation, ice-debris complexes, sinkhole warning, liquefaction, land subsidence, PINN flood inference, and tunnel leakage disasters.

Papers Analyzed: 2340 analyzed

Relevant Papers: 88 selected

Key Topics: forest carbon reversal, drought-flood alternation, ice-debris complexes, sinkholes, liquefaction, land subsidence, PINN floods, tunnel leakage

Read More
May 23, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 23, 2026

Links peatland megafire carbon loss, AI-based gully erosion, proglacial change, frozen-soil hydrology, slope reliability, tunnel face collapse, earthquake impact, and InSAR deformation.

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, earthquake impact, InSAR deformation

Read More
May 22, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 22, 2026

Centers on the Blatten rock-ice avalanche, tectonic rock damage, coastal aquifer salinization, rainfall landslides, DDA-SPH slope modelling, microseismic monitoring, and levee failure.

Papers Analyzed: 1260 analyzed

Relevant Papers: 63 selected

Key Topics: Blatten rock-ice avalanche, tectonic rock damage, coastal aquifers, rainfall landslides, DDA-SPH slopes, microseismic monitoring, debris-flow impacts, levee failure

Read More
May 21, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 21, 2026

Moves from permafrost stream chemistry and rockfall 3D monitoring to physics-informed flash-flood forecasting, paleoseismology, karst discharge, glacier ablation, and river morphology.

Papers Analyzed: 1855 analyzed

Relevant Papers: 61 selected

Key Topics: permafrost degradation, rockfall monitoring, flash-flood forecasting, paleoseismology, karst discharge, glacier ablation, river morphology, urban extraction

View Full Digest
May 20, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 20, 2026

Highlights permafrost thaw mapping, Loess Plateau erosion records, karst landslide susceptibility, nonstationary shallow-landslide rainfall dependence, alpine THM slopes, and GLOF warnings.

Papers Analyzed: 1972 analyzed

Relevant Papers: 55 selected

Key Topics: permafrost thaw, Loess Plateau erosion, karst landslides, climate-conditioned shallow landslides, multi-source detection, alpine THM slopes, cyclone floods, GLOF warning

View Full Digest
May 19, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 19, 2026

Combines rainfall-induced landslide projections, Baige and Huangtupo mechanism studies, rapid coseismic mapping, road-network prioritization, flash floods, seepage inversion, and rockburst support.

Papers Analyzed: 1965 analyzed

Relevant Papers: 50 selected

Key Topics: rainfall landslide projections, Baige landslide, Huangtupo landslide, coseismic mapping, road-network risk, flash floods, dam seepage, rockburst support

View Full Digest
May 18, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 18, 2026

Frames landslide monitoring as a coupled time-series problem spanning slow-moving failures, reservoir toppling slopes, landslide dams, dendrochronology, digital twins, and rock-ice avalanches.

Papers Analyzed: 2013 analyzed

Relevant Papers: 50 selected

Key Topics: slow-moving monitoring, reservoir toppling slopes, landslide dams, dendrochronology, landslide mapping, slope digital twins, seismic slopes, rock-ice avalanches

View Full Digest
May 17, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 17, 2026

Surveys cold-region mine-dump landslides, tension-crack reconstruction, geological-disaster losses, urban flooding, extreme precipitation, SAR foundation models, and freeze-thaw runoff.

Papers Analyzed: 1777 analyzed

Relevant Papers: 45 selected

Key Topics: mine-dump landslides, tension cracks, disaster losses, urban floods, extreme precipitation, SAR foundation models, freeze-thaw runoff, frozen soil-rock creep

View Full Digest
May 16, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 16, 2026

Links rainfall-meltwater debris-flow initiation, freeze-thaw weakening, mixed rock-ice deposits, volcanic output, storm geophysics, deep-sea sediment strength, and remote-sensing VLMs.

Papers Analyzed: 1291 analyzed

Relevant Papers: 50 selected

Key Topics: debris-flow triggering, freeze-thaw fault gouge, rock-ice deposits, ice-filled fractures, Stromboli output, deep-sea sediment strength, storm geophysics, remote-sensing VLMs

View Full Digest
May 15, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 15, 2026

Focuses on landslide seismic precursors, rock-avalanche to debris-flow transitions, SAR-derived active thickness, landslide-dam control, permafrost failures, and tsunami mitigation.

Papers Analyzed: 1300 analyzed

Relevant Papers: 50 selected

Key Topics: Blatten precursors, rock-avalanche debris flows, SAR landslide thickness, landslide-dam breaches, permafrost slopes, debris-flow velocity, volcano-tectonic unrest, tsunami mitigation

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May 14, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 14, 2026

Connects transform-fault and carbonate-fault mechanics with post-mining deformation, landslide-wave run-up, rainfall-infiltration slope stability, and reservoir-bank hazards.

Papers Analyzed: 1885 analyzed

Relevant Papers: 50 selected

Key Topics: transform earthquakes, carbonate fault weakening, post-mining deformation, landslide waves, SBAS-InSAR validation, rainfall-infiltration slopes, pyroclastic monitoring, reservoir banks

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May 13, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 13, 2026

Highlights landslide displacement prediction, creep mechanics, earthquake-triggered rock slopes, acoustic and GB-InSAR monitoring, rockfall fragmentation, sinkholes, and coastal subsidence.

Papers Analyzed: 1841 analyzed

Relevant Papers: 49 selected

Key Topics: displacement prediction, creep landslides, earthquake rock slopes, acoustic monitoring, GB-InSAR, rockfall fragmentation, sinkholes, coastal subsidence

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May 12, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 12, 2026

Tracks deglaciating and reservoir-induced landslides alongside early warning, seismic corridor risk, rock-slope point clouds, flowslide barriers, and induced-seismicity hazards.

Papers Analyzed: 1925 analyzed

Relevant Papers: 53 selected

Key Topics: deglaciating landslides, reservoir InSAR, landslide early warning, seismic corridors, rock-slope point clouds, flowslide barriers, induced seismicity, earthquake-tsunami fragility

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May 11, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 11, 2026

Centers on debris-flow forecasting, rainfall-induced landslide fragility, rockfall monitoring, landslide-tsunami timing, UAV scan-to-simulation, and flood or permafrost risk.

Papers Analyzed: 2672 analyzed

Relevant Papers: 62 selected

Key Topics: debris-flow forecasting, railway landslide fragility, GB-InSAR rockfall, landslide tsunamis, UAV simulation, liquefaction fragility, flood modelling, permafrost thaw

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May 10, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 10, 2026

Emphasizes active-fault segmentation, L-band InSAR geohazard monitoring, debris-flow propagation, slow landslide mechanics, compound flooding, and response-oriented remote-sensing AI.

Papers Analyzed: 1933 analyzed

Relevant Papers: 54 selected

Key Topics: active faults, L-band InSAR, debris-flow propagation, slow landslides, compound flooding, tsunami evacuation, coastal dunes, remote-sensing AI

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May 9, 2026 TerraMosaic Daily Digest

TerraMosaic Daily Digest:
May 9, 2026

Focuses on earthquake-conditioned debris-flow chains, volcanic and tsunami hazards, urban flood susceptibility, and uncertainty-aware hydrologic and geotechnical infrastructure models.

Papers Analyzed: 1141 analyzed

Relevant Papers: 33 selected

Key Topics: earthquake-conditioned debris flows, landslide evolution, pyroclastic hazards, urban floods, tsunami propagation, tephra hazards, reservoir operations, tunnel cracking

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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.

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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.

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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.

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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.

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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.

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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.

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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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