Ahmad I, Tang D, Wang T, Wang M, Wagan B (2015) Precipitation trends over time using Mann-Kendall and spearman’s rho tests in swat river basin, Pakistan. Advances in Meteorology. DOI: http://dx.doi.org/10.1155/2015/431860.
Alexandersson H (1986) A homogeneity test applied to precipitation data. Journal of Climatology 6 (6):661–75
Arikan BB, Kahya E (2019) Homogeneity revisited: Analysis of updated precipitation series in Turkey. Theoretical and Applied Climatology 135(1):211-220
Ashraf M S, Ahmad I, Khan N M, Zhang F, Bilal A, Guo J (2021) Streamflow variations in monthly, seasonal, annual and extreme values using Mann-Kendall, Spearmen’s Rho and innovative trend analysis. Water Resources Management 35(1):243-261
Ashrafi S, Kerachian R, Pourmoghim P, Behboudian M, Motlaghzadeh K (2022) Evaluating and improving the sustainability of ecosystem services in river basins under climate change. Science of the Total Environment 806:150702
Cheng L, AghaKouchak A, Gilleland E, Katz RK (2014) Non-stationary extreme value analysis in a changing climate. Climatic Change 127:353–369
Darand M (2020) Future changes in temperature extremes in climate variability over Iran. Meteorological Applications 27(6):e1968
Dedieu JP, Lessard-Fontaine A, Ravazzani G, Cremonese E, Shalpykova G, Beniston M (2014) Shifting mountain snow patterns in a changing climate from remote sensing retrieval. Science of the Total Environment 493:1267-1279
Flato G, Marotzke J, Abiodun B, Braconnot P, Chou SC, Collins W, Cox P, Driouech F, Emori S, Eyring V, Forest C, Gleckler P, Guilyardi E, Jakob C, Kattsov V, Reason C, Rummukainen M (2014) Evaluation of climate models. In Climate change 2013: the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 741-866). Cambridge University Press
Funk C, Peterson P, Landsfeld M, Pedreros D, Verdin J, Shukla S, Husak G, Rowland J, Harrison L, Hoell A, Michaelsen, J (2015) The climate hazards infrared precipitation with stations- A new environmental record for monitoring extremes. Scientific Data 2(1):1-21
Gilbert RO (1987) Statistical methods for environmental pollution monitoring. John Wiley & Sons
Gocic M, Trajkovic S (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
Güçlü YS (2020) Improved visualization for trend analysis by comparing with classical Mann-Kendall test and ITA. Journal of Hydrology 584:124674
Hall DK, Salomonson VV, Riggs GA (2016) MODIS/Terra snow cover daily L3 global 500m grid. version 6, boulder, Colorado USA: NASA National Snow and Ice Data Center Distributed Active Archive Center,
https://doi.org/10.5067/MODIS/MOD10A1.006
Hall DK, Riggs GA, Salomonson VV (1995) Development of methods for mapping global snow cover using moderate resolution image spectroradiometer data. Remote Sensing of Environment 54(6):127–140
Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resources Research 18(1):107-121
Jaiswal RK, Lohani AK, Tiwari HL (2015) Statistical analysis for change detection and trend assessment in climatological parameters. Environmental Processes 2(4):729-749
Kaboli S, Hekmatzadeh AA, Darabi H, Haghighi AT (2021) Variation in physical characteristics of rainfall in Iran, determined using daily rainfall concentration index and monthly rainfall percentage index. Theoretical and Applied Climatology 144(1):507-520
Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Leetmaa A, Reynolds R, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bulletin of the American Meteorological Society 77(3):437-472
Kendall MG (1976) Rank correlation methods. British Journal of Statistical Psychology 9(1):68-68
Kothari M, Gharde KD (2015) Application of ANN and fuzzy logic algorithms for streamflow modelling of Savitri catchment. Journal of Earth System Science 124(5):933-943
Kouhestani S, Eslamian S, Besalatpour A (2017) The effect of climate change on the Zayandeh-Rud River Basin’s temperature using a Bayesian machine learning soft computing technique. Journal of Water and Soil Science 21(1):203-216 (In Persian)
Madani K, AghaKouchak A, Mirchi A (2016) Iran’s socio-economic drought: Challenges of a water-bankrupt nation. Iranian Studies 49(6):997-1016
Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259
Marcolini G, Bellin A, Chiogna G (2017) Performance of the standard normal homogeneity test for the homogenization of mean seasonal snow depth time series. International Journal of Climatology 37:1267–1277
Maskey S, Uhlenbrook S, Ojha S (2011) An analysis of snow cover changes in the Himalayan region using MODIS snow products and in-situ temperature data. Climatic Change 108(1):391-400
May R, Dandy G, Maier H, Nixon J (2008) Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems. Environmental Modelling and Software 23:1289-1299
Mohammadi Ahmadmahmoudi P, Khoorani A (2019) Snow cover changes of Zagros Range in 2001-2016 using daily data of MODIS. Journal of the Earth and Space Physics 45(2):355-371
Mohammadpour Khoie MM, Nasseri M (2022) Evaluation of unstationary and extreme value patterns of precipitation over Iran considering impacts of climate change. Journal of Climate Research 1401(49): 131-148 (In Persian)
Noori N, Kalin L (2016) Coupling SWAT and ANN models for enhanced daily streamflow prediction. Journal of Hydrology 533:141-151
Notarnicola C (2020) Hotspots of snow cover changes in global mountain regions over 2000–2018. Remote Sensing of Environment 243:111781
Panahi DM, Kalantari Z, Ghajarnia N, Seifollahi-Aghmiuni S, Destouni G (2020) Variability and change in the hydro-climate and water resources of Iran over a recent 30-year period. Scientific Reports 10(1):1-9
Pérez T, Mattar C, Fuster R (2018) Decrease in snow cover over the Aysén river catchment in Patagonia, Chile. Water 10(5):619
Pirnia A, Golshan M, Darabi H, Adamowski J, Rozbeh S (2019) Using the Mann–Kendall test and double mass curve method to explore stream flow changes in response to climate and human activities. Journal of Water and Climate Change 10(4):725-742
Prasad R, Deo RC, Li Y, Maraseni T (2017) Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm. Atmospheric Research 197:42-63
Raisi MB, Vafakhah M, Moradi H (2021) Modeling snowmelt runoff under CMIP5 scenarios in the Beheshtabad watershed. Iranian Journal of Science and Technology, Transactions of Civil Engineering 45(3):1919-1927
Rani S (2021) Appraising the changing climate and extent of snow in the Kashmir Himalaya using MODIS data. Advances in Remote Sensing for Natural Resource Monitoring, doi:
https://doi.org/10.1002/9781119616016.ch14
Moss RH, Edmonds JA, Hibbard KA, Manning MR, Rose SK, van Vuuren DP, Carter TR, Emori S, Kainuma M, Kram T, Meehl GA, Mitchell JF, Nakicenovic N, Riahi K, Smith SJ, Stouffer RJ, Thomson AM, Weyant JP, Wilbanks TJ (2010) The next generation of scenarios for climate change research and assessment. Nature 463(7282):747-56
Salmi T, Maatta A, Anttila P, Ruoho-Airola T, Amnell T (2002) Detecting trends of annual values of atmospheric pollutants by the Mann-Kendall test and Sen’s slope estimates- The excel template application MAKESENS. Air Quality: 31
Sen PK (1968) Estimates of the regression coefficient based on Kendall's tau. Journal of the American Statistical Association 63(324):1379–1389
Sirois A (1998) A brief and biased overview of time series analysis or how to find that evasive trend. In WMO report No. 133: WMO/EMEP Workshop on Advanced Statistical methods and Their Application to Air Quality Data sets (Helsinki, 14-18 September 1998)
Soltani M, Laux P, Kunstmann H, Stan K, Sohrabi MM, Molanejad M, Sabziparvar AA, SaadatAbadi AR, Ranjbar F, Rousta I, Zawar-Reza P (2016) Assessment of climate variations in temperature and precipitation extreme events over Iran. Theoretical and Applied Climatology 126(3):775-795
Sood V, Singh S, Taloor AK, Prashar S, Kaur R (2020) Monitoring and mapping of snow cover variability using topographically derived NDSI model over north Indian Himalayas during the period 2008–19. Applied Computing and Geosciences 8:100040
Szczypta C, Gascoin S, Houet T, Hagolle O, Dejoux JF, Vigneau C, Fanise P (2015) Impact of climate and land cover changes on snow cover in a small Pyrenean catchment. Journal of Hydrology 521:84-99
Tabari H, Marofi S (2011) Changes of pan evaporation in the west of Iran. Water Resources Management 25(1):97–111
Tahani M, Vakili M, Khosrojerdi S (2016) Experimental evaluation and ANN modeling of thermal conductivity of graphene oxide nanoplatelets/ deionized water nanofluid. International Communications in Heat and Mass Transfer 76:358-365
Tavakolifar H, Shahghasemi E, Nazif S (2017) Evaluation of climate change impacts on extreme rainfall events characteristics using a synoptic weather typing-based daily precipitation downscaling model. Journal of Water and Climate Change 8(3):388–411
Vaghefi SA, Keykhai M, Jahanbakhshi F, Sheikholeslami J, Ahmadi A, Yang H, Abbaspour KC (2019) The future of extreme climate in Iran. Scientific Reports 9(1):1464
Wang W, Van Gelder P, Vrijling JK, Ma J (2006) Forecasting daily streamflow using hybrid ANN models. Journal of Hydrology 324(1-4):383-399
Xuejin T, Zhenni W, Xingmin M, Peng G, Guangju Z, Wenyi S, Chaojun G (2019) Spatiotemporal changes in snow cover over China during 1960–2013. Atmospheric Research 218:183-194
Zhang X, Zwiers FW, Li G (2004) Monte Carlo experiments on the detection of trends in extreme values. Journal of Climate 17(10):1945–1952
Zhou H, Aizen E, Aizen V (2017) Seasonal snow cover regime and historical change in Central Asia from 1986 to 2008. Global and Planetary Change 148:192-216