altiplano

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Andre031222 / frost-prediction-altiplano-puno

Reproducible code, data and notebooks for a twelve-model benchmark of statistical, ML and deep learning approaches to frost prediction in the Peruvian Altiplano (IJACSA 2025, DOI 10.14569/IJACSA.2025.0160992)

machine-learning deep-learning reproducible-research climate lstm xgboost peru nasa-power altiplano frost-prediction

Updated Jul 27, 2026
Jupyter Notebook

Andre031222 / streamflow-drought-altiplano

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Open-data ML for streamflow and hydrological drought forecasting in the Peruvian Altiplano (ICICCDS 2027). Multi-station Andean-GC benchmark with SSI-30.

machine-learning open-data hydrology streamflow altiplano

Updated Oct 25, 2026
TeX

Andre031222 / monthly-temperature-forecasting-altiplano

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Reproducible code, data and results for a verification study of monthly temperature forecasting in the Peruvian Altiplano: multiple linear regression, random forest and a multilayer perceptron tested against climatology and persistence, replicated across eleven independent series

machine-learning time-series reproducible-research climate scikit-learn open-data peru nasa-power forecast-verification altiplano temperature-forecasting senamhi climatology-baseline

Updated Sep 9, 2026
Python

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