Use of nonlinear principal components of CHIRPS precipitation data and ocean–atmospheric variables for streamflow forecasting in an area of scarce data – case study: Tocaría river basin – Orinoquia Colombiana.

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Title: Use of nonlinear principal components of CHIRPS precipitation data and ocean–atmospheric variables for streamflow forecasting in an area of scarce data – case study: Tocaría river basin – Orinoquia Colombiana.
Authors: Sarria-Ospina, Jhon Derly1 (AUTHOR) jsarria.sgryopal@unisangil.edu.co, Ocampo-Marulanda, Camilo2,3 (AUTHOR), Ceron-Aramburo, Lina Maria1 (AUTHOR), Canchala, Teresita4 (AUTHOR), Ferreira, Tiago Alessandro3 (AUTHOR)
Source: Natural Hazards & Earth System Sciences. 2026, Vol. 26 Issue 7, p3505-3521. 17p.
Database: Environment Complete
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ISSN:15618633
DOI:10.5194/nhess-26-3505-2026