Alexandersson, H., 1986. A homogeneity test applied to
precipitation data. Journal of Climatology, 6; 661–
675.
Buffoni, L., M. Maugeri, T. Nanni, 1999. Precipitation
in Italy from 1833 to 1996. Theoretical and Applied
Climatology, 63; 33–40.
Buishand, T. A., 1982. Some methods for testing the
homogeneity of rainfall records. Journal of
Hydrology, 58; 11–27.
Choubin, B., A. Malekian, H. Gharechaei, 2013.
Investigating the trend of changes temporal in the
water table of groundwater in an arid ecosystem (case
study: Aspas), Journal of Desert Ecosystems, 1; 39-
50.
Choubin, B., A. Malekian, M. Golshan, 2016a.
Application of several data-driven techniques to
predict a standardized precipitation index. Atmósfera.
29(2); 121–128.
Choubin, B., A. Malekian, S.S. Samadi, S. Khalighi‐
Sigaroodi, F. Sajedi‐Hosseini, 2017. An ensemble
forecast of semi‐arid rainfall using large‐scale
climate predictors. Meteorological Applications,
DOI: 10.1002/met.1635.
Choubin, B., S. Khalighi-Sigaroodi, A. Malekian, Ö.
Kişi, 2016b. Multiple linear regression, multi-layer
perceptron network and adaptive neuro-fuzzy
inference system for forecasting precipitation based
on large-scale climate signals. Hydrological Sciences
Journal, 61; 1001–1009.
Choubin, B., S. Khalighi-Sigaroodi, A. Malekian, S.
Ahmad, P. Attarod, 2014. Drought forecasting in a
semi-arid watershed using climate signals: a neuro-
fuzzy modeling approach. Journal of Mountain
Science, 11; 1593–1605.
Gocic, M., S. Trajkovic, 2013. Analysis of changes in
meteorological variables using Mann-Kendall and
Sen’s slope estimator statistical tests in Serbia. Global
and Planetary Change, 100; 172-182.
Hejam, S., Y. Khoshkhu, R. Shamsodin-vandi, 2008.
Analyzing the trend of annual and seasonal rainfall
changes in selected stations at enteral basin of Iran
use non-parametric methods, Journal of Geographical
Researches, 64; 157-168.
Karabork, M. C., E. Kahya, A. U. Komuscu, 2007.
Analysis of Turkish precipitation data: homogeneity
and the Southern Oscillation forcings on frequency
distributions. Hydrological Processes, 21; 3203–
3210.
Kaveiani, M., H. Asakere, 1993. Statistical analysis of
trend long-term annual rainfall, third Conference on
Climate Change, Isfahan.
Kendall, M. G., 1975. Rank Correlation Methods. 4th ed.
Charles Griffin: London.
Kulkarni, A., H. Von Storch, 1995. Monte
Carloexperiments on the effect of serial correlation
on the Mann- Kendall test of trend, Journal of
Meteorologische Zeitschrift, 4; 82–85.
Lima, M.I.P., S.C.P. Carvalho, J.L.M.P. de Lima,
M.F.E.S. Coelho, 2011. Trends in precipitation:
analysis of long annual and monthly time series from
mainland Portugal. Advances Geoscience, 25; 155–
160.
Liu, Q., Z. Yang, B. Cui, 2008. Spatial and temporal
variability of annual precipitation during 1961–2006
in Yellow River Basin. China. Journal of Hydrology,
361; 330–338.
Mann, H.B., 1945. Nonparametric tests against trend.
Econometrica, 13; 245–259.
Maroufi, S., H. Tabari, 2011. Detection trend changes in
river flow Maroon using parametric and non-
parametric methods, Journal of geographical
researches, 101; 125-146.
Masih, I., S. Uhlenbrook, S. Maskey, V. Smakhtin,
2011. Stream flow trends and climate linkages in the
Zagros Mountains, Iran. Climatic Change, 104; 317–
338.
Modarres, R., V. Silva, 2007.Rainfall trends in arid and
semi-arid regions of Iran. Journal of Arid
Environments, 70; 344-355.
Moghaddamneia, A., M. Rostami Kamrood, F.
Farsadneia, 2012. Analyzing precipitation trend in
Mazandaran Province using regional Mann-Kendall
test, Journal of Iran Water Resources, 8; 60-70.
Nasri, M., R. Modarres, 2007. Regional analyzing of
drought based on two-drought index in Ardestan,
Journal of Development on Natural Resources, 76;
167-176.
Partal, T., E. Kahya, 2011. Trend analysis in Turkish
precipitation data. Hydrological Processes, 20; 2011-
2026.
Pettitt, A.N., 1979. A non-parametric approach to the
change-point detection. Appl. Stat, 28; 126–135.
Sen, P., 1968. Estimates of the regression coefficient
based on Kendall’s tau. Journal of American
Statistical Association, 63; 1379–1389.
Sigaroodi, S.K., Q. Chen, S. Ebrahimi, A. Nazari, B.
Choobin, 2014. Long-term precipitation forecast for
drought relief using atmospheric circulation factors: a
study on the Maharloo Basin in Iran. Hydrology and
Earth System Sciences, 18; 1995–2006.
Tabari, H., B. Shifteh Somee, M. Rezaian Zadeh, 2011.
Testing for long-term trends in climatic variables in
Iran. Atmospheric Research, 100; 132–140.
Tabari, H., P. Hosseinzadeh Talaee, 2011. Temporal
variability of precipitation over Iran: 1966–2005.
Journal of Hydrology, 396; 313–320.
Tabari, H., S. Marofi, 2011. Changes of pan evaporation
in the west of Iran. Water Resources Management,
25; 97-111.
Turke, S.M., 1999. Vulnerability of Turkey to
desertification with respect to precipitation and aridity
conditions. Turkish Journal of the Engineering and
Environmental Sciences, 23; 363–380.
Von Neumann, J., 1941. Distribution of the ratio of the
mean square successive difference to the variance.
Annals of Mathematical Statistics, 13; 367–395.
Wijngaard, J., A.T. Klein, G. Konnen, 2003.
Homogeneity of 20th century European daily
temperature and precipitation series. International
Journal of Climatology, 23; 679–692.
Yue, S., P. Pilon, B. Phinney, C. Cavadias, 2002. The
influence of autocorrelation on the ability to detect
trend in hydrological series. Hydrology Process,
16; 1807–1829.