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Data · dataset · 2025

WRF-ML Coupling Toolkit: Machine Learning-Based Optimization Code (XGBoost/RF/LSTM) for Extreme Event Simulation in Wanzhou Section of Three Gorges Reservoir Area

Listed in ScienceDB

This dataset provides Jupyter Notebook (.ipynb) scripts for post-processing optimization of WRF model outputs.

Description

It integrates XGBoost, Random Forest (RF), and Long Short-Term Memory (LSTM) algorithms to correct systematic biases in high-resolution simulations (focusing on extreme events: heavy rainfall, heatwaves) over the complex terrain of Wanzhou, Three Gorges Reservoir Area. The code enables intelligent calibration of meteorological variables (temperature, precipitation, wind speed) and supports climate resilience studies in the Yangtze River Basin.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Geoinformatics 72% · Simulation 75%
Provenance · 1 source records, 14 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.281969 d agoJSON v1
FieldAssertionExtractorEvidence
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