Official repository for the SwAIther-Precip paper.
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Jun 8, 2026 - Python
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precipitation-forecasting
Here are 8 public repositories matching this topic...
Meteorological data from radar and satellite sources often contain noise due to air turbulence and device manipulation, leading to inaccuracies in predictions. Mitigating with ANN & LSTM
time-series netcdf lstm meteorology satellite-data artificial-neural-network climate-change rainfall-prediction weather-forecasting climate-modeling precipitation-forecasting
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May 24, 2024 - Jupyter Notebook
Machine learning pipeline for monthly precipitation forecasting in South America using atmospheric data and ensemble learning.
python data-science machine-learning reproducible-research xgboost south-america catboost precipitation-forecasting climate-ai
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Sep 27, 2026 - Python
Neural-network architecture for probabilistic multi-source precipitation forecasting over the Netherlands
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Aug 16, 2026 - Python
Previsão mensal de precipitação na América do Sul: LightGBM, memória atmosférica e validação temporal. Projeto WorCAP 2026 / INPE.
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Sep 28, 2026 - Python
Python training pipeline for fitting an sklearn MLP regression model on sequential rainfall data and exporting the artifact alongside preprocessing scaler configurations to ONNX format.
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Sep 23, 2026 - Python
This repository contains the source code, synthetic benchmark suites, and documentation associated with the manuscript: "MODE-py: A Python framework for spatio-temporal object-based verification of high resolution precipitation forecasts" (Submitted to Computers & Geosciences).
scientific-software precipitation-forecasting object-base-verification spatio-temporal-verification high-resolution-models
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Oct 11, 2026 - Python
R code and reproducibility materials for probabilistic hourly precipitation forecasting using ZAGA GAMLSS boosting.
r gamboostlss connecticut probabilistic-forecasting weather-forecasting precipitation-forecasting zero-adjusted-gamma
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Aug 20, 2026 - R
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