TY  - JOUR
TT  - Analysis of evapotranspiration over Turkey in years between 2000 and 2015 using NOAH hydrological model
AU  - Yılmaz, M. Tuğrul
AU  - Bulut, Burak
PY  - 2016
DA  - December
JF  - Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
JO  - DUJE
PB  - Dicle University
WT  - DergiPark
SN  - 1309-8640
SP  - 225
EP  - 235
VL  - 7
IS  - 2
KW  - Buharlaşma ve terleme
KW  - Hidrolojik Modeller
KW  - Kuraklık
N2  - Analysis of drought, which causes substantial damage to affected areas, is critical in terms of understanding this natural disaster’s characteristics (intensity, duration, influence area) and taking necessary precautions. Evapotranspiration (ET), one of the most critical agricultural drought indicators, can be retrieved using different methods. Among them hydrological models offer a great advantage via its potential of providing continuous and high spatial and temporal resolution ET data. NOAH land surface model is one of the most widely used hydrological models to retrieve land surface parameters and variables like soil moisture and temperature for different layers of soil, ET, runoff, and sensible heat. Model simulations require availability of various atmospheric forcing data and land surface parameters that can be obtained from different sources at various resolutions (Table 1). In many cases spatial resolution of the input forcing data largely determine the spatial resolution of the output variable. For this study, NOAH ET simulations are obtained at 0.25 spatial and 3 hour temporal resolution between 2000 and 2014. Retrieved 3-hourly ET products are later averaged into daily estimates which are used in this study. Overall, lower ET values over extended durations are often associated with an ongoing agricultural drought conditions while higher values signal wet periods. Spatial distribution of the daily ET estimates over entire Turkey is consistent with the expectations that mean ET values of the Central Anatolian Region are lower than rest of the Turkey and the coast line of the Eastern Black Sea Region has higher mean ET estimates and most part of the Aegean Region has ET values with similar magnitude to the mean values over the country. Land surface processes over Turkey show strong seasonal cycle: winters are wet and cold while summers are dry and hot. As a result, day-to-day variations of daily ET values are much higher than inter-annual variations. This implies the retrieved ET variability is dominated by the seasonality of this variable. Hence, it is necessary to remove this strong seasonality signal of land surface processes to analyze the surface conditions. For this reason, 29-days moving window averages of ET over each pixel are calculated separately as the seasonality of this particular pixel (Eq. 1). Removal of these seasonality information give the ET anomaly information which is the primary associated with drought. ET anomaly time series obtained over a pixel in Şanlıurfa – Ceylanpınar (in South Eastern region of Turkey) is presented to give an example about the capability of NOAH ET simulations to reflect the local conditions. These time series show ET anomalies in 2013 are the highest while the summer of 2008 shows an extended duration of below normal conditions. Drought investigations often involve normalized values to remove the impact of the local climate. Accordingly, 15 year monthly averages and standard deviations are used to normalize monthly ET data. Such normalization helps intercomparison of the impact of the drought over different locations directly. Results show 2000 can be defined as most wet year nearly all over the country. On the other hand, 2007 and 2014 years also passed under the influence of a dry period compared with the other years. The change in the severity and the areal extent of 2014 drought is monitored by analyzing the monthly normalized ET maps between July 2013 and September 2014 in detail over the study region. April of 2014 is the driest April in 15 years where drought impacted severely over large regions in May and June 2016. The drought seemed to lose its severity in August over most parts of the study region.
UR  - https://dergipark.org.tr/en/pub/dumf/issue//312761
L1  - https://dergipark.org.tr/en/download/article-file/302784
ER  -