Dynamic simulation system for influence of climate change on ecology

Through dynamic simulation systems, including high-resolution grid simulation and physically basic climate models, traditional simulation tools are solved, and high-precision ecosystem simulation and climate change prediction are achieved, which improves the reliability and practicality of simulation results.

CN120180906APending Publication Date: 2025-06-20FIRST INSTITUTE OF OCEANOGRAPHY MNR
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Patent Information

Application Number
CN202510265129.3
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-03-07
Publication Date
2025-06-20

AI Technical Summary

Technical Problem

Traditional climate models and ecosystem simulation tools are difficult to accurately capture the complex dynamic response of the ecosystem, with low temporal resolution, unable to meticulously simulate local ecological changes, and lack considerations for dynamic changes and feedback mechanisms, resulting in insufficient reliability and practicality of simulation results.

Method used

It provides a dynamic simulation system for the ecological impact of climate change, including data collection and preprocessing modules, micro-ecological process simulation modules, climate dynamic prediction modules, ecological response analysis modules, comprehensive impact assessment modules, real-time feedback adjustment modules and strategy generation and recommendation modules. It simulates biodiversity changes through high-resolution grids, uses physically basic climate models to predict climate change, evaluates the sensitivity and adaptability of the ecosystem to climate change, and optimizes the model accuracy through real-time feedback.

Benefits of technology

High-precision simulation of complex dynamic responses to ecosystems is realized, detailed prediction of local ecological changes is provided, consideration of dynamic changes and feedback mechanisms is enhanced, reliability and practicality of simulation results is improved, and more targeted and operational climate adaptation and ecological protection strategies are helped to formulate more targeted and operational climate adaptation and ecological protection strategies.

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Abstract

The invention relates to the technical field of ecological impact analysis, in particular to a dynamic simulation system for the impact of climate change on ecology, which comprises a data collection and preprocessing module, a micro ecological process simulation module, a climate dynamic prediction module, an ecological response analysis module, a comprehensive impact evaluation module, a real-time feedback adjustment module and a strategy generation and recommendation module. The ecological response analysis module draws an ecological response curve by using a machine learning technology, deeply evaluates the sensitivity and adaptability of an ecological system to climate changes, provides effective management suggestions, helps decision makers and protection institutions to formulate policy measures with higher pertinence and operability, and improves the reliability of the system. And the real-time feedback adjustment module adopts a dynamic adjustment strategy based on a feedback control theory to continuously optimize the accuracy and prediction capability of the model, so that the simulation system has self-learning and continuous evolution capabilities, and the performance and applicability of the model are continuously improved by adjusting simulation parameters.
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