Flow duration curve (FDC) is widely used in hydrology to assess streamflow in a river basin. In this study, a simple FDC model is developed for monthly streamflow data. The model consists of several steps including the nondimensionalization and then normalization in case the monthly streamflow data do not fit the normal probability distribution function. The normalized quantiles are calculated after which a back transformation is applied to the normalized quantiles to return back to the original dimensional streamflow data. In order to calculate annual streamflow of the river basin, an empirical regression equation is proposed using the drainage area and the annual total precipitation only as the input. As the final step of the model, dimensional quantiles of FDC are calculated. Ceyhan River basin in southern Turkey is chosen for the case study. Forty-two streamflow gauging stations are considered; two thirds of the gauging stations are used for the model calibration, and one third for validation. The modeled FDCs are compared to the observation and assessed with a number of performance metrics. They are found similar to the observed ones with a relatively good performance; they are good in the mid and high flow parts particularly while the low flow part of FDCs might require further detailed analysis.The FDC of the hydrological basin is obtained from the observed streamflow data. However, hydrological basins are not always properly gauged [23]. Therefore, regional FDCs are developed to transfer information from gauged sites to ungauged sites through the use of morphological characteristics of the hydrological basin [24], the combination of basin characteristics with probability distribution functions [25] or the development of regression or polynomial equations based on the drainage area [26,27]. The landscape and climate characteristics are also used for regional FDCs of ungauged basins [28,29]. A particular example for the dimensionless regional FDC in watersheds with no or limited data was given by Ganora et al. [30]. The comparative study of Swain and Patra [31] on the regional FDCs in ungauged basins should finally be mentioned from the literature.Although a great experience is available in the literature on FDCs, research is still needed for ungauged basins particularly in developing countries where water resources development projects are in progress, and most of the hydrological basins are either ungauged, improperly gauged or poorly gauged. The transfer of FDC models developed for a gauged hydrological basin is not transferable to any another basin unless the basins are similar not only in terms of their hydrometeorological character but also in terms of their geomorphology [32]. With higher needs to water, smaller size river basins or subbasins within river basins, which are likely ungauged or poorly gauged, have gained importance for water resources development programs of countries under development. Therefore, studies on FDC models still emerge for ungauged river basins.This study aims at contributi...