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Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches
Publisher: ASCE
Abstract: A simultaneous survey of several types of droughts, such as meteorological, hydrological, agricultural, economic, and social droughts, is possible by using the multivariate standardized precipitation index (MSPI). In this ...
Comparative Study of Time Series Models, Support Vector Machines, and GMDH in Forecasting Long-Term Evapotranspiration Rates in Northern Iran
Publisher: ASCE
Abstract: Evapotranspiration estimation and forecasting is a key step in water management projects, especially in water-scarce countries such as Iran. Seasonal autoregressive integrated moving average (SARIMA), support vector machine ...
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