AI for Disaster Management and Relief

AI for Disaster Management & Relief (slides) English Español Português

Edier Aristizábal

Overview lecture Introductory Educational materials South America Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Applications of artificial intelligence for disaster management

Wenjuan Sun; Paolo Bocchini; Brian D. Davison

Journal article Introductory Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Landslide mapping from multi-sensor data through improved change detection-based Markov random field

Ping Lu; Yuanyuan Qin; Zhongbin Li; Alessandro C. Mondini; Nicola Casagli

Journal article Intermediate Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Reinforcement Learning

Comparison and validation of per-pixel and object-based approaches for landslide susceptibility mapping

Thimmaiah Gudiyangada Nachappa; Stefan Kienberger; Sansar Raj Meena; Daniel Hölbling; Thomas Blaschke

Journal article Intermediate Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Supervised Learning

Early warning of complex climate risk with integrated artificial intelligence

Markus Reichstein; Vitus Benson; Jan Blunk; Gustau Camps-Valls; Felix Creutzig; Carina J. Fearnley; Boran Han; Kai Kornhuber; Nasim Rahaman; Bernhard Schölkopf; José María Tárraga; Ricardo Vinuesa; Karen Dall; Joachim Denzler; Dorothea Frank; Giulia Martini; Naomi Nganga; Danielle C. Maddix; Kommy Weldemariam

Journal article Intermediate Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Supervised Learning Unsupervised Learning

Geoscience Australia Portal

Geoscience Australia

Web application Intermediate National agency Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate

AI for communications: Towards natural disaster management

ITU Focus Group on Artificial Intelligence for Natural Disaster Management

Report (international organization) Introductory Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Technical Report on Transformative AI Models for Natural Disaster Management

ITU Focus Group on Artificial Intelligence for Natural Disaster Management

Report (international organization) Introductory Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Innovative approaches to natural disaster management: Leveraging AI for data-related processes

ITU Focus Group on Artificial Intelligence for Natural Disaster Management

Report (international organization) Introductory Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Assessing the exposure of buildings to long-term sea level rise across the Global South

M. Willard-Stepan; N. Gomez; J. A. Cardille; E. D. Galbraith; E. M. Bennett

Journal article Intermediate Research Global Societal Adaptation & Resilience Supervised Learning

A Protective Eye on Bogotá: How Artificial Intelligence is Helping Predict Floods in Colombia’s Capital

World Bank

Blog post Introductory International organization South America Disaster Management and Relief Buildings Cities & Urban Planning Extreme Weather Supervised Learning