Animal Behavior Monitoring for Disaster Prediction
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Solution Overview
Problem
Current methods lack systematic and predictive capabilities to forecast natural disasters such as earthquakes and volcanic eruptions, relying on retrospective analyses of animal behavior, which are not scalable or reliable for timely warnings.
Innovation Solution
A method utilizing bio-logging devices like GPS loggers and 3D-acceleration loggers to acquire and analyze behavioral parameters of animal populations in potential disaster areas, generating reference profiles for normal behavior and comparing them to test profiles to set alerts for impending environmental events like earthquakes and volcanic eruptions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If retrospective analysis of animal behavior is used to predict natural disasters, then some predictive information may be obtained, but the method lacks reliability and systematic predictive capability
Solution Approach 1:
The patent applies preliminary action by establishing baseline behavioral profiles of animals under normal conditions before disasters occur. These reference profiles are created in advance through systematic data collection and analysis, enabling comparison with future test data to detect anomalies that may indicate impending disasters. This proactive approach transforms retrospective analysis into a predictive system.
Solution Approach 2:
The patent implements feedback by continuously comparing test behavioral data against established reference profiles and using the results to refine predictions. The system collects behavioral data, compares it with baseline patterns, and adjusts its predictive capabilities based on the feedback from these comparisons, creating a self-improving predictive system.
2Productivity
If anecdotal observations of animal behavior are collected, then some predictive hints may be identified, but the method lacks scalability and systematic analysis
Solution Approach 1:
The patent replaces manual anecdotal observation with automated electronic monitoring systems. Bio-logging devices, GPS trackers, and sensors automatically collect and transmit behavioral data, eliminating the need for human observers and enabling systematic, large-scale data collection without proportionally increasing operational complexity.
Solution Approach 2:
The patent creates a universal predictive system that can be applied to multiple disaster types (earthquakes, volcanic eruptions, tsunamis) and multiple animal species using the same methodology. The standardized reference profile approach and automated analysis system provide a multi-functional framework that scales across different applications without requiring separate systems for each disaster type.
3Loss of time
If conventional disaster prediction methods are used, then established scientific approaches are applied, but they lack the ability to provide timely warnings for sudden events
Solution Approach 1:
The patent applies dynamics by continuously monitoring animal behavior in real-time and dynamically adjusting predictions based on changing conditions. The system does not rely on static historical data but actively tracks behavioral changes as they occur, enabling timely detection of anomalies that precede sudden disasters while maintaining precision through continuous validation against baseline patterns.
Data Source
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AI summary
The present invention relates to a method for forecasting an environmental event/a type of environmental event comprising the steps of: acquiring at least one test data set of at least one behavioural and/or physiological parameter of a population of animals; generating a test profile based on said at least one test data set, representing behaviour and/or physiological status of the population of animals; calculating a ratio between the test profile and a first reference profile; and setting an alert, if said ratio reaches a predefined threshold value. The present invention further relates to a system for forecasting an environmental event/a type of environmental event comprising at least one data acquisition unit configured to acquire at least one data set of at least one behavioural and/or physiological parameter of a population of animals; at least one profile generation unit configured to generate at least one first reference profile and / or at least one test profile wherein each profile is based on at least one data set; at least one ratio calculation unit configured to calculate at least one ratio between the at least one test profile and one of the at least one first reference profile; at least one alert unit configured to raise an alert if at least one of the at least one calculated ratio reaches a predefined threshold value. The present invention also relates to a computer program product comprising one or more computer readable media having computer executable instructions for performing the steps of the method for forecasting an environmental event/a type of environmental event.