Amrita Vishwa Vidyapeetham FOR MOTHER EARTHAmrita landslide research

Beyond landslides

Part of a wider
compassion-driven mission

Amrita’s disaster risk management approach is grounded in applied research and driven by a strong social conscience, across pre-disaster, disaster and post-disaster scenarios.

Rescue during the 2018 Kerala floods
Kerala floods 2018 · relief and rescue
1 Million+

Beneficiaries impacted

25

States

2,200+

Communities

300+

Community projects

Flood monitoring & mitigation

Forecasting floods,
mapping them with citizens

Rescuers wading through floodwater
Kerala floods, 2018.

Flood EWS · Himalaya

Seven days of lead time

A hydrological modelling framework for the Beas and Sunkoshi rivers forecasts flooding up to 7 days ahead. A physics-aware machine-learning model produces an ensemble of river-flow simulations and minimises forecasting error.

FloodEvac · Indo-German

Crowd-sourced urban flood monitoring

Smartphone reports, computer-vision depth estimates from known objects such as bridges, lamp-posts and vehicles, and a coordination suite linking government, NGOs and volunteers produce spatio-temporal flood-intensity maps for relief.

Trento collaboration

Munnar floodplain mapping, Kerala 2018

Back-analysis of the August 2018 disaster combined hydraulic modelling, river geometry mapping, surface velocity and bathymetry. Rating-curve and HEC-RAS discharge estimates converged at about 630 to 1,016 m³/s.

AI flood-extent detection from crowd-sourced images

84.24% classification accuracy (Geetha et al., ICCSP 2017)

  1. CaptureSmartphone images
  2. SegmentColour-based water isolation
  3. ReferenceHumans & structures as scale
  4. EstimateDepth + extent
  5. MapSpatio-temporal intensity

Hydroclimatic extremes in a changing climate

Cloudbursts, droughts
and shifting rainfall

Research into precipitation shifts, extreme rainfall including cloudbursts, drought development and compound drought-heatwave events, using machine learning and deep learning to improve prediction and climate risk assessment.

Asia-Pacific Network for Global Change Research

Enhancing climate resilience in South Asia and China

Predicting precipitation shifts and their impacts for disaster risk reduction and resource security. The project aims to:

  • Understand changing precipitation patterns and phase transitions
  • Enhance climate resilience through knowledge, information and capacity building
  • Develop strategies to mitigate extreme weather and promote water, food and energy security

Consortium partners

The Small Earth NepalTribhuvan University, NepalJigme Namgyel Engineering College, Royal University of BhutanChinese Academy of Sciences, ChinaSher-e-Bangla Agricultural University, BangladeshNagoya University, JapanThe Islamia University of Bahawalpur, PakistanCity College of New York, USAUniversity of Rhode Island, USAUniversity of Nevada, Reno

Extended-range forecasting

Daily rainfall, 10 to 30 days ahead

Satellite, in-situ, reanalysis and numerical weather prediction data, with temperature, humidity, wind and sea surface temperature, capture drivers such as monsoon variability and the Madden-Julian Oscillation. Statistical and machine-learning fusion improves reliability for early warning and climate-sensitive decisions.

Response tools

Apps, drones
and a call centre

Amrita Kripa app screens

Amrita Kripa

Crowd-sourced coordination

Directly links survivors, providers, relief-camp coordinators, rescue teams, NGOs, volunteers and administrators. 12,000+ people rescued, 3,000+ requests logged, 100,000+ call-centre linkages, 20 languages.

Amrita Unmanned Aerial Systems

Medical payloads for cut-off sites

Born from the Kerala floods and Uttarakhand flash floods. 21+ multi-rotor VTOL configurations tested across endurance and payload regimes; indigenous, scalable design for state-level deployment, co-developed with State Disaster Management Authority experts.

24×7 helpline · Kerala floods 2018

Compassionate Call Center

Within 5 days the team fielded 25,000+ calls and connected 100,000+ flood victims to government, Navy, NDRF, Kerala State Police, fishermen and volunteer agencies. 400+ AYUDH Amritapuri volunteers worked across three shifts.

Oceans & coast

OceanNet: affordable
marine internet for all

Up to 60 km of offshore connectivity reduces casualties caused by communication failure during emergencies.

A hierarchical point-to-multipoint long-range Wi-Fi backhaul links onshore base stations with low-cost receiver-broadcaster units on fishing vessels. A boat-to-boat hopping mode extends the signal far beyond the shoreline.

  • Communication infrastructure within the OceanNet Digital Ecosystem (ODE)
  • Sea-state, weather and disaster alerts delivered to fishing vessels
  • Direct INCOIS feeds: Potential Fishing Zones, high-sea-wave alerts, weather forecasts and surface-temperature updates
  • Real-time tracking and localisation for SOS calls

Emerging · 2024 to 2026

Maritime Artificial IoT & OceanNet Blockchain

Extends OceanNet into a knowledge ecosystem: sustainable fish-catch information, ocean-emergency warnings, pollution monitoring, wave-height and acidification observation. Blockchain adds decentralisation, transparency and data immutability, addressing five core livelihood issues for fisherfolk.

Coastal erosion · Alappad, Kerala

Shoreline change on a sand-mining coast

Remote sensing, field data and geospatial modelling reveal interactions between coastal processes and human activity, informing Tsunami Ready preparedness (Satish & Geetha, ICECCT 2021).

Ocean observatory

Acidification monitoring

Static nodes and a modified Ferrybox on ships of opportunity feed a delay-tolerant wireless network. Cloud-stored pCO₂, pH, temperature, salinity and pressure inform tropical-estuary biogeochemistry.

Community resilience · 2004 Indian Ocean Tsunami

Alappad: from devastation
to resilience

On 26 December 2004, a 9.1-magnitude earthquake off Sumatra unleashed a tsunami that claimed over 230,000 lives across 14 countries. Alappad, a narrow coastal island in Kerala and Amma’s birthplace, lost 142 lives, and thousands of homes, boats and livelihoods.

Within 45 minutes of the first wave, Amma evacuated 3,000 people, and ultimately 20,000 survivors were ferried to safety by boat.

7 millionMeals over five months
6,400Tsunami-resilient homes, four states and Sri Lanka
700Fishing boats distributed
900Students supported

The Amrita Setu evacuation bridge was built, transforming a devastated community into one more resilient than before the disaster.

Mitigation

Protect & mitigate

Tsunami-resistant houses, nature-based and indigenous solutions, livelihood diversification.

Preparedness

Prepare & plan

Early warning, horizon scanning, situation awareness and risk communication.

Response

React & cope

Mass evacuation, timely medical care, safety, calm and hope.

Recovery

Rebuild & bounce forward

Healing trauma, youth empowerment, skill training, quality education and social connectedness.

Climate, ecosystems & community adaptation

From carbon flux to
co-designed farming

Remote sensing

Wetland carbon · Ashtamudi Lake

Sentinel-5P TROPOMI and Sentinel-2 imagery quantify CO and CH₄ emissions across Kerala’s Ramsar-listed estuary, yielding emission-flux models tuned for tropical estuaries.

Biodiversity

Mangrove mapping · Kollam

Landsat time-series, field spectra and biomass data deliver species-level maps of coastal mangroves, with a transferable method for long-term monitoring.

International

Global methane flux · CH4DAS

A methane data-assimilation system using in-situ and satellite observations, co-developed with the Superpower Institute (Australia) and LSCE (Paris), produces an improved global flux map for wetland emissions.

Sadivayal village, Coimbatore

Sustainable farming, co-designed with farmers

In Sadivayal, 70% of rice farmland is left fallow each year. Three strategies were co-designed: early sowing to reduce terminal drought; supplemental irrigation to stabilise yields; and switching from rice to sorghum or maize, which cut irrigation needs by up to 90%.

70%Rice farmland left fallow
90%Irrigation cut via crop switching
03SDGs directly addressed
Co-designParticipatory approach

Cauvery watershed

Soil erosion under climate change

Quantifying climate-change impact on soil erosion with the Revised Universal Soil Loss Equation (RUSLE), with sustainable mitigation strategies for affected communities.

Empowering communities

Preparedness, livelihoods
and resource centres

Community members at a preparedness session

Launched June 2022

Tsunami Ready

Amrita with IOC-UNESCO and INCOIS. A community-performance-based programme engaging the public, leaders and emergency agencies. Alappad is the first launched site, with adjacent coastal regions next.

Skill acquisition

SANKALP

Has trained 4,500+ Self-Help Group members across 9 states: Kerala, Tamil Nadu, Odisha, Uttar Pradesh, Gujarat, Rajasthan, Haryana, Uttarakhand and Himachal Pradesh, including transgender SHG cohorts and other minority groups.

Since 2006

AmritaSREE Self-Help Groups

Launched by Amma to build climate-resilient communities. 300,000+ women access vocational education, start-up capital, microcredit and microsavings to run cottage industries that buffer climate shocks.

Community Resilience Resource Centres (CRRC)

14Hubs
200Spokes
300+Projects
HealthLivelihood & skillEducationAgricultureWater

Featured research · community preparedness

  • Empirical study of women’s SHGs for tsunami readiness, Alappad
  • Gender in warning dissemination and sheltering
  • Multi-hazard temporary shelter planning, Pullinkunno, Kuttanad
  • SREE dashboard for sustainability and resilience in community engagement

Community resilience · Kerala floods 2018

The worst floods in 100 years

Within five days of the Amrita Kripa launch, the team logged 3,000+ entries in real time, fielded 25,000+ helpline calls and connected 100,000+ flood victims with rescue and relief services across Kerala.

Amrita Vishwa Vidyapeetham

Explore all of Amrita’s research

Read the full Disaster Risk Reduction & Community Resilience brochure, or visit the university site.

Brochure (PDF) ↗amrita.edu ↗
Source: Amrita Vishwa Vidyapeetham, Disaster Risk Reduction & Community Resilience 2026, pages 2, 16 to 28.