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Satellite Data Fusion Weather Forecasting Technology

Satellite Data Fusion Weather Forecasting Technology

  • Satellite Data Fusion Weather Forecasting Technology

    • Technology Overview

    Meteorological data obtained through satellite observations have high spatial resolution and good coverage (especially in areas lacking traditional ground-based meteorological observation methods, such as over the ocean). Based on artificial intelligence technology, we establish a high-precision precipitation downscaling model, rapidly and efficiently integrating satellite data into an AI analysis framework, greatly reducing the error of AI weather model forecasts and achieving precision weather prediction.

    Advantages

  • Satellite Data Fusion

  • Satellite Data Fusion

    Rapid and efficient integration of satellite data into the AI analysis framework.

  • High Accuracy

  • High Accuracy

    Accuracy rate increased 100%.

  • High Resolution

  • High Resolution

    Resolution improved from 25 km to 1 km, a 25 times increase.

  • Fast Operation

  • Fast Operation

    Forecasting at the kilometre scale can be completed from days to minutes.

    • Product Application

  • Landslide Monitoring and Early Warning Products Landslide Monitoring and Early Warning Products
  • Landslide Monitoring and Early Warning Products

    Utilizes various sensors (such as slope radar, GNSS displacement monitoring devices, etc.) to conduct real-time monitoring of mountains and slopes, collecting data on displacement, cracks, tilt, and more...

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  • Urban Flooding Monitoring and Early Warning Product Urban Flooding Monitoring and Early Warning Product
  • Urban Flooding Monitoring and Early Warning Product

    Based on digital twin systems, weather forecasts, and drainage facility data, an urban waterlogging model is constructed to assess waterlogging risks in cities, providing real-time warnings and decision support.

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  • Tropical Cyclone (Typhoon) Monitoring and Early Warning Product Tropical Cyclone (Typhoon) Monitoring and Early Warning Product
  • Tropical Cyclone (Typhoon) Monitoring and Early Warning Product

    The tropical cyclone (typhoon) monitoring and early warning system integrates multi-source data such as meteorological satellites, radar, and ground observation stations to monitor the typhoon’s location...

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  • Wind Power Generation Forecasting Product Wind Power Generation Forecasting Product
  • Wind Power Generation Forecasting Product

    The wind power forecasting system utilizes historical power data, meteorological data, and terrain data. Through machine learning and deep learning algorithms...

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  • Photovoltaic Power Generation Forecasting Product Photovoltaic Power Generation Forecasting Product
  • Photovoltaic Power Generation Forecasting Product

    The photovoltaic irradiance calculation model utilizes long-sequence satellite images provided by geostationary satellites combined with AI to calculate solar radiation intensity and the irradiance on photovoltaic module surfaces...

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  • Marine Meteorological Products Marine Meteorological Products
  • Marine Meteorological Products

    The marine digital twin platform builds digital models of the marine environment, integrating multi-source data to achieve real-time monitoring, simulation, and forecasting of the marine environment and vessel operations...

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