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A platform for research: civil engineering, architecture and urbanism
Novel large-angle steep rock slope ecological restoration method
The invention relates to the technical field of ecological restoration, in particular to a novel large-angle steep rock slope ecological restoration method, which comprises the following steps of: firstly, acquiring high temporal-spatial resolution monitoring data of a slope ecological system through multi-source data fusion such as unmanned aerial vehicle remote sensing, ground three-dimensional laser scanning and Internet of Things monitoring; then constructing an end-to-end deep learning model fused with spatial-temporal features, and realizing adaptive learning and multi-scene diagnosis of a slope ecological degradation mode; on the basis, technologies such as intelligent decision making, process optimization and visual management and control are further coupled, an ecological restoration whole process intelligent analysis platform and a business cooperation mechanism are constructed, and the intelligence and automation level of ecological restoration is remarkably improved.
本申请涉及生态修复技术领域，尤其是涉及到一种新型大角度急陡岩质边坡生态修复方法，该方法首先通过无人机遥感、地面三维激光扫描、物联网监测等多源数据融合，获取边坡生态系统的高时空分辨率监测数据；然后构建了融合时空特征的端到端深度学习模型，实现边坡生态退化模式的自适应学习和多场景诊断；在此基础上，进一步耦合智能决策、过程优化、可视化管控等技术，构建生态修复全过程智能分析平台和业务协同机制，显著提升了生态修复的智能化与自动化水平。
Novel large-angle steep rock slope ecological restoration method
The invention relates to the technical field of ecological restoration, in particular to a novel large-angle steep rock slope ecological restoration method, which comprises the following steps of: firstly, acquiring high temporal-spatial resolution monitoring data of a slope ecological system through multi-source data fusion such as unmanned aerial vehicle remote sensing, ground three-dimensional laser scanning and Internet of Things monitoring; then constructing an end-to-end deep learning model fused with spatial-temporal features, and realizing adaptive learning and multi-scene diagnosis of a slope ecological degradation mode; on the basis, technologies such as intelligent decision making, process optimization and visual management and control are further coupled, an ecological restoration whole process intelligent analysis platform and a business cooperation mechanism are constructed, and the intelligence and automation level of ecological restoration is remarkably improved.
本申请涉及生态修复技术领域，尤其是涉及到一种新型大角度急陡岩质边坡生态修复方法，该方法首先通过无人机遥感、地面三维激光扫描、物联网监测等多源数据融合，获取边坡生态系统的高时空分辨率监测数据；然后构建了融合时空特征的端到端深度学习模型，实现边坡生态退化模式的自适应学习和多场景诊断；在此基础上，进一步耦合智能决策、过程优化、可视化管控等技术，构建生态修复全过程智能分析平台和业务协同机制，显著提升了生态修复的智能化与自动化水平。
Novel large-angle steep rock slope ecological restoration method
一种新型大角度急陡岩质边坡生态修复方法
LI LINFU (author) / PENG GUIMING (author) / MA LINGHAN (author) / ZHU DAN (author) / PENG JIANRONG (author)
2024-12-03
Patent
Electronic Resource
Chinese
IPC:
G06F
ELECTRIC DIGITAL DATA PROCESSING
,
Elektrische digitale Datenverarbeitung
/
E02D
FOUNDATIONS
,
Gründungen
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
/
G06T
Bilddatenverarbeitung oder Bilddatenerzeugung allgemein
,
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
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