Next, for the detailed and approximate components of annual and monsoon season data series from two homogenous regions (NE India and Central NE India), Sen's slopes were computed and the MK test was performed. The results of these are summarized in Table 7. It can be seen that all four approximate components had a declining trend. Furthermore, the A3 + D1 and A3 + D1 + D2 series also showed a statistically significant (all but one case) declining trend. In all the cases, Sen's slope had a high negative value.
Key statistical change parameters for NE and central NE data series
Region and component series . | Sen's slope . | MK test: p- and Z-value . | |
---|---|---|---|
p-value . | Z-value . | ||
NE – Annual | |||
A3 | −6.539 | 0.00134 | −3.208 |
A3 + D1 | −7.296 | 0.0155 | −2.419 |
A3 + D1 + D2 | −7.653 | 0.0311 | −2.155 |
NE – JJAS | |||
A3 | −5.534 | 0.383 × 10−5 | −4.118 |
A3 + D1 | −6.934 | 0.0005 | −3.479 |
A3 + D1 + D2 | −7.55 | 0.004 | −2.856 |
Central NE – Annual | |||
A3 | −5.841 | 1.37 × 10−7 | −5.269 |
A3 + D1 | −5.179 | 0.0196 | −2.335 |
A3 + D1 + D2 | −4.622 | 0.0627 | −1.861 |
Central NE – JJAS | |||
A3 | −5.482 | −2.29 × 10−7 | −5.174 |
A3 + D1 | −5.219 | 0.0066 | −2.717 |
A3 + D1 + D2 | −5.127 | 0.022 | −2.284 |
Region and component series . | Sen's slope . | MK test: p- and Z-value . | |
---|---|---|---|
p-value . | Z-value . | ||
NE – Annual | |||
A3 | −6.539 | 0.00134 | −3.208 |
A3 + D1 | −7.296 | 0.0155 | −2.419 |
A3 + D1 + D2 | −7.653 | 0.0311 | −2.155 |
NE – JJAS | |||
A3 | −5.534 | 0.383 × 10−5 | −4.118 |
A3 + D1 | −6.934 | 0.0005 | −3.479 |
A3 + D1 + D2 | −7.55 | 0.004 | −2.856 |
Central NE – Annual | |||
A3 | −5.841 | 1.37 × 10−7 | −5.269 |
A3 + D1 | −5.179 | 0.0196 | −2.335 |
A3 + D1 + D2 | −4.622 | 0.0627 | −1.861 |
Central NE – JJAS | |||
A3 | −5.482 | −2.29 × 10−7 | −5.174 |
A3 + D1 | −5.219 | 0.0066 | −2.717 |
A3 + D1 + D2 | −5.127 | 0.022 | −2.284 |
Note: All component series had a falling trend.