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drought-monitoring

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All 10 Jupyter Notebook 4 R 4 C++ 1 Python 1

ebadatibnbabar / Rainfall-Forecasting-ARIMA

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Application of the ARIMA model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahawalnagar District, Punjab, Pakistan.

climate-data r-language arima drought r-programming pakistan stochastic-models precipitation-data arima-forecasting rainfall-prediction drought-monitoring meteorological-forecasting climate-analytics
  • Updated Mar 2, 2024
  • R

ebadatibnbabar / PET-Forecasting-ARIMA

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Application of the ARIMA model to forecast PET patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahawalnagar District, Punjab, Pakistan.

climate-data research-project r-language arima drought r-programming pakistan temperature-data stochastic-models arima-forecasting drought-monitoring meteorological-forecasting climate-analytics pet-prediction
  • Updated Mar 2, 2024
  • R

ebadatibnbabar / Rainfall-Forecasting-ETS

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Application of the ETS model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahwalnagar District, Punjab, Pakistan.

climate-data r-language drought r-programming pakistan ets stochastic-models rainfall-prediction rainfall-data drought-monitoring ets-model r-programming-language ets-forecasting meteorological-forecasting climate-analytics
  • Updated Mar 2, 2024
  • R

ebadatibnbabar / SPEI-Calculation-R

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This project employs R programming to compute the Standardized Precipitation Evapotranspiration Index (SPEI), a widely used drought index. SPEI calculations were conducted for Bahawalnagar District, Punjab, Pakistan.

data-visualization temperature data-analysis climate-data rainfall r-language r-programming disaster-management potential-evapotranspiration meteorological-stations meteorological-data spei drought-indices drought-monitoring drought-index climate-analytics
  • Updated Mar 2, 2024
  • R

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