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Mann-Kendall test

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Journal Article
Published: 01 September 2019
Jour. Geol. Soc. India (2019) 94 (3): 281–289.
... include (1) Nonseasonal Mann-Kendall Test ( Mann 1945 ), (2) Seasonal Mann-Kendall Test ( Hirsch, Slack, and Smith 1982 ), (3) Spearman’s rho ( Spearman 1904 ), (4) Step trend ( Hirsch and Gilroy 1985 ), (5) Kendall rank correlation (Kendall, l975), (6) Sen’s non-parametric slope estimator ( Sen 1968...
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Journal Article
Published: 01 March 2024
Jour. Geol. Soc. India (2024) 100 (3): 434–443.
... as a function of precipitation event duration. The results showed that the Curitiba station recorded the highest rainfall (146.2 mm) within 24 hours in February 1990. Statistical analysis based on the Mann-Kendall test indicated that the rainfall values from the five stations analyzed exhibited a homogeneous...
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Journal Article
Published: 01 June 2024
Jour. Geol. Soc. India (2024) 100 (6): 807–817.
...- monsoon and winter seasons. Indian Meteorological Department (IMD) norms have been considered for division of seasons. Further, the trend analysis of groundwater level data of all districts of Bihar for all seasons were studied using Mann-Kendall test statistics and Thein Sen’s slope estimator...
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Journal Article
Published: 01 November 2021
Jour. Geol. Soc. India (2021) 97 (11): 1347–1354.
... trend analysis which was further validated by Mann-Kendall test. The runoff generated from the average annual rainfall and extreme rainfall in terms of rx1day was determined using SCS-CN method. It is found from the analysis that the southwest monsoon is dominant all over the basin and is the main...
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Journal Article
Published: 01 November 2018
Jour. Geol. Soc. India (2018) 92 (5): 548–554.
... on the hydrological characteristics of some of the important rivers draining the southern Western Ghats as a case study. The short term, annual and seasonal trends in the rainfall, and its variability and discharge were analyzed using Mann-Kendall test and Sen’s estimator of slope. The study showed a decreasing trend...
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Journal Article
Published: 01 February 2015
Jour. Geol. Soc. India (2015) 85 (2): 232–242.
...G. T. Patle; D. K. Singh; A. Sarangi; Anil Rai; Manoj Khanna; R. N. Sahoo Abstract A study was under taken for identifying the trends in pre and post-monsoon groundwater levels using Mann-Kendall test and Sen’s slope estimator, and for time series modelling of groundwater levels for forecasting...
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Percentage of Monitoring Wells with Significant Trends as calculated by Man...
Published: 01 April 2023
Fig. 2. Percentage of Monitoring Wells with Significant Trends as calculated by Mann-Kendall test, Sen’s Slope Estimator and Simple Linear Regression at 95% confidence level from 1987-2017
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Relationship between river bend radius of curvature and fractional change i...
Published: 02 October 2019
during 2015–2017. Tighter bends with smaller radii of curvature do not show this reversal, and instead cluster near 1 for both time periods. Mann-Kendall test shows that trends for both periods are statistically different from the no-trend case at 5% significance level.
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Non-parametric trend analysis performed on Envisat PS time-series data for ...
Published: 17 March 2021
patterns have been identified. According to the MannKendall test (0.05 α level) and Theil-Sen's slope estimation, blue points indicate significant positive linear deformation trends; red points indicate significant negative linear deformation trends; yellow points mark non-significant trends. The trace
Series: Geological Society, London, Special Publications
Published: 01 January 2008
DOI: 10.1144/SP288.4
EISBN: 9781862395367
... resources. Regular data are available from 1921 to 2001. Many analysis methods are used: principal component analysis, to divide the study area into homogenous portions; trend analysis, considering the MannKendall, Student- t and Craddock tests, autocorrelation and cross-correlation analyses, and seasonal...
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Journal Article
Published: 01 April 2023
Jour. Geol. Soc. India (2023) 99 (4): 563–569.
...Fig. 2. Percentage of Monitoring Wells with Significant Trends as calculated by Mann-Kendall test, Sen’s Slope Estimator and Simple Linear Regression at 95% confidence level from 1987-2017 ...
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Journal Article
Published: 29 April 2020
Quarterly Journal of Engineering Geology and Hydrogeology (2020) 53 (4): 587–597.
...- and short-term influences on slopes. However, different types of landslides may be related to different rainfall conditions. The modified MannKendall method tests whether to reject the null hypothesis ( H 0 , no monotonic trend, i.e. the data are independent and randomly ordered) and accept...
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Journal Article
Published: 11 September 2024
Quarterly Journal of Engineering Geology and Hydrogeology (2024) 57 (4): qjegh2024-052.
... at a temporal scale using data from eight groundwater-level observation wells, four stream-gauging stations and rainfall records of three subcatchments, viz. Cheripad, Pala and Kidangoor. The exercise of trend detection was carried out using two widely adopted non-parametric tests, viz. the MannKendall (MK...
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Journal Article
Published: 01 November 2021
Jour. Geol. Soc. India (2021) 97 (11): 1429–1440.
...) and Modified Mann-Kendall (mMK) tests are the most usable non-parametric tests for identifying significant trends ( Das and Bhattacharya, 2018 ). Moreover, the Spearman Rho (SR) test is also a useful non-parametric method ( Das et al., 2020b ), but it has not received much attention as MK or mMK ( Yue et al...
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Journal Article
Published: 01 November 2021
Jour. Geol. Soc. India (2021) 97 (11): 1454–1464.
.... For trend analyses autocorrelation plot, Mann-Kendall (MK), MK with block bootstrapping test, sequential MK test, Sen’s slope test, innovative trend analysis plot and smoothing curve are used. Prioritization of all blocks in the districts of the Jaipur division is also carried out on the basis of trend...
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TABLE 3 —Results of statistical analyses exploring differences within and a...
Published: 01 June 2009
TABLE 3 —Results of statistical analyses exploring differences within and among the life and death assemblages. The tests used are denoted as KW (Kruskal-Wallis test), MWU (Mann-Whitney U-test), and KRC (Kendall rank correlation)
Journal Article
Published: 01 January 2017
Jour. Geol. Soc. India (2017) 89 (1): 47–56.
...A. T. M. Sakiur Rahman; Chowdhury Sarwar Jahan; Quamrul Hasan Mazumder; Md. Kamruzzaman; Takahiro Hosono ABSTRACT The study analyzes drought using Standardized Precipitation Index (SPI) and Mann-Kendall (MK) Trend Test in the context of the impacts of drought on groundwater table (GWT) during...
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Statistical significance (p-values) of <span class="search-highlight">Mann</span>-<span class="search-highlight">Kendall</span> (MK) trend analysis and...
Published: 24 August 2018
Table 3. Statistical significance (p-values) of Mann-Kendall (MK) trend analysis and Pettit test. Significant values (5% level) in bold. For the Pettit test, when significant, the year of the point of change is indicated between brackets.
Journal Article
Published: 01 February 2025
Jour. Geol. Soc. India (2025) 101 (2): 173–187.
... of elevation, ERA5-Land and SWE and SWE maximum, snowfall, snow cover area, snow depth, and air temperature, in a Geographic Information System (GIS) environment. Seasonal and annual trends are analyzed using the Theil-Sen slope estimator and the Mann-Kendall significance test. Correlations and linear...
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(a-c)  Mean monsoon precipitation, temperature and total runoff from 1951-2...
Published: 01 November 2018
Fig.1. (a-c) Mean monsoon precipitation, temperature and total runoff from 1951-2017. (d-f) The trend in mean monsoon precipitation, air temperature, and total runoff during 1951-2017. The trend was estimated using the Mann-Kendall trend test and Sen’s slope method. Stippling in (d-f) shows