From your link: "Here we show that rapid warming over the tropical oceans during 1981–2018 has warped the MJO life cycle, with its residence time decreasing over the Indian Ocean by 3–4 days, and increasing over the Indo-Pacific Maritime Continent by 5–6 days."
I decided to count the days in each of phases 2-3 (Indian Ocean) and 4-5 (Maritime Continent) and compare for two ten year periods: 1981-1990 and 2009-2018 to see if the raw data agrees with these findings using this link:
http://www.bom.gov.au/climate/mjo/graphics/rmm.74toRealtime.txt
Here are the annual averages:
Phase...……….Avg # days/yr 1981-1990...…Avg # days/yr 2009-2018...…………Change
2...………………......……..48...…………………………...…………...48...…………………………………..0
3...…………...……………..45...………………………………………..42...…………………………………..
-3
4...…………………………..43...………………………………………..46...…………………………………..
+3
5...…………………………..38...………………………………………..48...…………………………………..
+10
So, 1981-1990 averaged 93 days of phases 2 and 3 vs 90 days for 2009-18.
So, 1981-1990 averaged 81 days of phases 2 and 3 vs 94 days for 2009-18.
So, the average # of the sum of phase 2 & 3 decreased by 3 days per year whereas the sum of 4 & 5 increased by 13 days per year. The largest change of these 4 phases by far was the 10 day increase per year for phase #5.
Conclusion: the raw data, indeed, seems to support the idea from the article that residence time did decrease over the Indian Ocean and increase over the Indo-Pacific Maritime Continent between early and late in 1981-2018.