Adegun O, Balogun I, & Adeaga O (2012) Precipitation concentration changes in owerri and enugu. Special publication of the nigerian association of hydrological sciences, 383–391
Ahmadi F, Nazeri Tahroudi M, Mirabbasi R, Khalili K, Jhajharia D (2018) Spatiotemporal trend and abrupt change analysis of temperature in Iran. Meteorol Appl 25(2):314–321
Article
Google Scholar
Ahmed K, Nawaz N, Khan N, Rasheed B, Baloch A (2021) Inhomogeneity detection in the precipitation series: case of arid province of Pakistan. Environ Dev Sustain 23(5):7176–7192
Article
Google Scholar
Bessaklia H, Ghenim AN, Megnounif A, Martín Vide J (2018) Spatial variability of concentration and aggressiveness of precipitation in North-East of Algeria. J Water Land Dev 36:3–15
Article
Google Scholar
Cheung KK, Rasuly A, Ji F, Chang LTC (2021) Spatial characteristics of precipitation in the Greater Sydney metropolitan area as revealed by the daily precipitation concentration index. Atmosphere 12(5):627–635
Article
Google Scholar
Das S, Banerjee S (2021) Investigation of changes in seasonal streamflow and sediment load in the Subarnarekha-Burhabalang basins using Mann-Kendall and Pettitt tests. Arab J Geosci 14(11):1–14
Article
Google Scholar
Dinpashoh Y, Mirabbasi R, Jhajharia D, Abianeh HZ, Mostafaeipour A (2014) Effect of short-term and long-term persistence on identification of temporal trends. J Hydrol Eng 19(3):617–625
Article
Google Scholar
Frollini E, Preziosi E, Calace N, Guerra M, Guyennon N, Marcaccio M, Ghergo S (2021) Groundwater quality trend and trend reversal assessment in the European Water Framework Directive context: an example with nitrates in Italy. Environ Sci Pollut Res 28(17):22092–22104
Article
Google Scholar
Güçlü YS (2020) Improved visualization for trend analysis by comparing with classical Mann-Kendall test and ITA. J Hydrol 584:124674
Article
Google Scholar
Hamed KH (2008) Trend detection in hydrologic data: the Mann-Kendall trend test under the scaling hypothesis. J Hydrol 349(3–4):350–363
Article
Google Scholar
Hamed KH, Rao AR (1998) A modified Mann-Kendall trend test for autocorrelated data. J Hydrol 204(1–4):182–196
Article
Google Scholar
He Y, Mu X, Gao P, Zhao G, Wang F, Sun W, Zhang Y (2016) Spatial variability and periodicity of precipitation in the Middle Reaches of the Yellow River. China Adv Meteorol 22(3):201–216
Google Scholar
Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resources Research 18(1):107–121. https://doi.org/10.1029/WR018i001p00107
Article
Google Scholar
Kaskaoutis DG, Houssos EE, Minvielle F, Rashki A, Chiapello I, Dumka UC, Legrand M (2018) Long-term variability and trends in the Caspian Sea-Hindu Kush Index: influence on atmospheric circulation patterns, temperature and rainfall over the Middle East and Southwest Asia. Global Planet Change 169:16–33
Article
Google Scholar
Khalili K, Tahoudi MN, Mirabbasi R, Ahmadi F (2016) Investigation of spatial and temporal variability of precipitation in Iran over the last half century. Stoch Env Res Risk Assess 30(4):1205–1221
Article
Google Scholar
Khozeymehnezhad H, Tahroudi MN (2019) Annual and seasonal distribution pattern of rainfall in Iran and neighboring regions. Arab J Geosci 12(8):1–11
Article
Google Scholar
Kousari MR, Zarch MAA (2011) Minimum, maximum, and mean annual temperatures, relative humidity, and precipitation trends in arid and semi-arid regions of Iran. Arab J Geosci 4(5–6):907–914
Article
Google Scholar
Kumar R, Singh VP, Jhajharia D, Mirabbasi R (2019) Agricultural impacts of climate change [volume 1]. CRC Press
Book
Google Scholar
Luis MD, Gonzalez-Hidalgo JC, Brunetti M, Longares LA (2011) Precipitation concentration changes in Spain 1946–2005. Nat Hazard 11(5):1259–1265
Article
Google Scholar
Machiwal D, Jha MK (2008) Comparative evaluation of statistical tests for time series analysis: application to hydrological time series. Hydrol Sci J 53(2):353–366
Article
Google Scholar
Machiwal D, Kumar S, Dayal D (2016) Characterizing rainfall of hot arid region by using time-series modeling and sustainability approaches: a case study from Gujarat. India Theor Appl Climatol 124(3–4):593–607
Article
Google Scholar
Machiwal D, Gupta A, Jha MK, Kamble T (2019) Analysis of trend in temperature and rainfall time series of an Indian arid region: comparative evaluation of salient techniques. Theoret Appl Climatol 136(1):301–320
Article
Google Scholar
Mallick J, Talukdar S, Alsubih M, Salam R, Ahmed M, Kahla NB, Shamimuzzaman M (2021) Analyzing the trend of rainfall in Asir region of Saudi Arabia using the family of Mann-Kendall tests, innovative trend analysis, and detrended fluctuation analysis. Theoret Appl Climatol 143(1):823–841
Article
Google Scholar
Meshram SG, Kahya E, Meshram C, Ghorbani MA, Ambade B, Mirabbasi R (2020) Long-term temperature trend analysis associated with agriculture crops. Theoret Appl Climatol 140(3):1139–1159
Article
Google Scholar
Mirabbasi R, Ahmadi F, Jhajharia D (2020) Comparison of parametric and non-parametric methods for trend identification in groundwater levels in Sirjan plain aquifer. Iran Hydrol Res 51(6):1455–1477
Article
Google Scholar
Modarres R, Sarhadi A (2009) Rainfall trends analysis of Iran in the last half of the twentieth century. J Geophys Res Atmos 114(3):123–137
Google Scholar
Mullick MRA, Nur RM, Alam MJ, Islam KA (2019) Observed trends in temperature and rainfall in Bangladesh using pre-whitening approach. Global Planet Change 172:104–113
Article
Google Scholar
Nery JT, Carfan AC, Martin-Vide J (2017) Analysis of rain variability using the daily and monthly concentration indexes in southeastern Brazil. Atmos Clim Sci 7(02):176–187
Google Scholar
Oliver JE (1980) Monthly precipitation distribution: a comparative index. Prof Geogr 32(3):300–309
Article
Google Scholar
Pettitt AN (1979) A non-parametric approach to the change-point problem. J Roy Stat Soc: Ser C (appl Stat) 28(2):126–135
Google Scholar
Phuong DND, Tram VNQ, Nhat TT, Ly TD, Loi NK (2020) Hydro-meteorological trend analysis using the Mann-Kendall and innovative-Şen methodologies: a case study. Int J Global Warming 20(2):145–164
Article
Google Scholar
Ryberg KR, Hodgkins GA, Dudley RW (2020) Change points in annual peak streamflows: method comparisons and historical change points in the United States. J Hydrol 583:124307
Article
Google Scholar
Stocker T (2014) Climate change 2013: the physical science basis: working group I contribution to the fifth assessment report of the intergovernmental panel on climate change. Cambridge university press
Tahroudi MN, Khalili K, Ahmadi F, Mirabbasi R, Jhajharia D (2019) Development and application of a new index for analyzing temperature concentration for Iran’s climate. Int J Environ Sci Technol 16(6):2693–2706
Article
Google Scholar
Tahroudi MN, Pourreza-Bilondi M, Ramezani Y (2019) Toward coupling hydrological and meteorological drought characteristics in Lake Urmia Basin. Iran Theor Appl Climatol 138(3):1511–1523
Article
Google Scholar
Talaee PH (2014) Iranian rainfall series analysis by means of nonparametric tests. Theoret Appl Climatol 116(3):597–607
Article
Google Scholar
Valli M, Sree KS, Krishna IVM (2013) Analysis of precipitation concentration index and rainfall prediction in various agro-climatic zones of Andhra Pradesh. India Int Res J Environ Sci 2(5):53–61
Google Scholar
Wodaje GG, Eshetu Z, Argaw M (2016) Temporal and spatial variability of rainfall distribution and evapotranspiration across altitudinal gradient in the Bilate River watershed, Southern Ethiopia. Afr J Environ Sci Technol 10(6):167–180
Google Scholar
Xu L, Zheng C, Ma Y (2021) Variations in precipitation extremes in the arid and semi-arid regions of China. Int J Climatol 41(3):1542–1554
Article
Google Scholar
Yue S, Wang CY (2002) Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test. Water Resour Res 38(6):4–1
Article
Google Scholar
Zamani R, Mirabbasi R, Nazeri M, Meshram SG, Ahmadi F (2018) Spatio-temporal analysis of daily, seasonal and annual precipitation concentration in Jharkhand State, India. Stoch Env Res Risk Assess 32(4):1085–1097
Article
Google Scholar
Zhang Q, Singh VP, Sun P, Chen X, Zhang Z, Li J (2011) Precipitation and streamflow changes in China: changing patterns, causes and implications. J Hydrol 410(3–4):204–216
Article
Google Scholar