Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.
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May 26, 2022 - R
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downscaling
Here are 10 public repositories matching this topic...
Given a global mean temperature pathway, generate random global climate fields consistent with it and with spatial and temporal correlation derived from an ESM
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Oct 8, 2020 - R
Weather Generators with Bayesian Networks
simulation bayesian-networks probabilistic-graphical-models precipitation grain stochastic-models downscaling bnlearn weather-generators belief-networks
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May 20, 2023 - R
Numerical Computational Research (2009–2014): Developed and validated a comprehensive suite of prediction and statistical downscaling methods for short- and long-term projections of climate, water resources, and their associated impacts.
prediction forecasting water-resources numerical-methods hydrology predictive-modeling climate-model climate-change r-programming numerical-analysis statistical-models prediction-model numerical-computation regression-algorithms downscaling arima-forecasting climate-analysis surface-water climate-impacts autoregressive-models
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Nov 17, 2025 - R
Ease the use of the climate4r package to downscale TraCE21ka and CMIP5 climate data in combination with UERRA reanalysis data.
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Jan 10, 2025 - R
A high resolution tool for snow cover reconstruction studies
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Jun 11, 2025 - R
Scripts that I've used during grad school for data collection, analysis, visualization, cleaning, wrangling, etc., for classes, project reports, and manuscripts.
timeseries statistical-analysis spatial-analysis hydrology netcdf-files energy-data plotting-in-r sankey-diagram bias-correction downscaling violinplot cleaning-data wrangle-and-analyse wrangling-data
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Jun 18, 2024 - R
🌍 Implement climate prediction models to transform global data into localized forecasts for effective water resource management and impact assessment.
prediction forecasting water-resources numerical-methods hydrology predictive-modeling climate-model climate-change statistical-models prediction-model numerical-computation regression-algorithms downscaling arima-forecasting climate-analysis surface-water climate-impacts autoregressive-models
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May 14, 2026 - R
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