GPM-IMERG product: a new way to assess the climate change impact on water resources in a Moroccan semi-arid basin
Open Access
- 14 June 2022
- journal article
- research article
- Published by IWA Publishing in Journal of Water and Climate Change
- Vol. 13 (7) , 2559-2576
Abstract
Due to the lack of observed data, climate change impact studies are difficult to conduct. This paper evaluates the effect of climate change on water resources, in a Moroccan basin, using the Final Integrated Multi-satellitE Retrievals for Global Precipitation Measurement (GPM-IMERG-F) for precipitation and the European Reanalysis fifth generation (ERA5) for evapotranspiration. The two-parameter monthly model of Rural Engineering (GR2M) is calibrated and validated using ground-based and GPM precipitation products, observed and ERA5 temperature and uncorrected and corrected discharge using water intake data. Five regional climate models are used to assess the future changes during the period 2025–2060. The results show that the hydrological model is able to simulate the monthly surface runoff. The same results are obtained using satellite precipitation data and ERA5 reanalysis product which remain, respectively, a source of precipitation and temperature data in cases of ungauged or poorly gauged watersheds. The assessment of the climate change impact shows an increase in temperature accompanied by a decrease in precipitation. These changes would lead to a decrease in surface runoff ranging from −1 to −45% based on observed and GPM-IMERG precipitation data. This study presents an alternative source of precipitation for evaluating the climate change impact on water resources.Keywords
This publication has 47 references indexed in Scilit:
- Climate Change Impacts on Water Supply and Demand in Rheraya Watershed (Morocco), with Potential Adaptation StrategiesWater, 2012
- Calibration Strategies: A Source of Additional Uncertainty in Climate Change ProjectionsBulletin of the American Meteorological Society, 2012
- Regional climate change projections and hydrological impact analysis for a Mediterranean basin in Southern ItalyJournal of Hydrology, 2011
- Climate non-stationarity – Validity of calibrated rainfall–runoff models for use in climate change studiesJournal of Hydrology, 2010
- Comparison of three downscaling methods in simulating the impact of climate change on the hydrology of Mediterranean basinsJournal of Hydrology, 2010
- Stepwise development of a two-parameter monthly water balance modelJournal of Hydrology, 2006
- Improvement of a parsimonious model for streamflow simulationJournal of Hydrology, 2003
- Comparison of different automated strategies for calibration of rainfall-runoff modelsJournal of Hydrology, 2002
- A two-parameter monthly water balance model for French watershedsJournal of Hydrology, 1994
- River flow forecasting through conceptual models part I — A discussion of principlesJournal of Hydrology, 1970