Climate change and spatio-temporal trend analysis of climate extremes in the homogeneous climatic zones of Pakistan during 1962-2019

26. Hussain A., Cao J., Hussain I., Begum S., Akhtar M., Wu X., et al. (2021) Observed Trends and Variabil- ity of Temperature and Precipitation and Their Global Teleconnections in the Upper Indus Basin, Hindu- kush-Karakoram-Himalaya. Atmosphere, 12, 973. https://doi.org/10.3390/atmos12080973. 27. Safdar F., Khokhar MF., Arshad M., Adil IH. (2019) Climate Change Indicators and Spatiotemporal Shift in Monsoon Patterns in Pakistan. Advances in Meteorology, Volume 2019, Article ID 8281201, https:// doi.org/10.1155/2019/8281201. 28. Samo SR., Bhatti NK., Sannd A., Keerio MA., Bangwar DK. (2017) Temporal Analysis of Temperature and Precipitation Trends in Shaheed Benazir Abad Sindh, Pakistan. Engineering, Technology & Applied Science Research Vol. 7, No. 6, PP. 2171–2176. 29. Abbas F. (2013) Analysis of a Historical (1981–2010) Temperature Record of the Punjab Province of Pakistan. Earth Interactions, Vol. 17, Pp. 1–23. https://doi.org/10.1175/2013EI000528.1. 30. Rahman G., Rahman A., Anwar MM., Muhammad Dawood M., Miandad M. (2022) Spatio-temporal analysis of climatic variability, trend detection, and drought assessment in Khyber Pakhtunkhwa, Paki- stan. Arabian Journal of Geosciences. https://doi.org/10.1007/s12517-021-09382-4. 31. Felix M.L.; Kim Y.-k.; Choi M.; Kim J.-C.; Do X.K.; Nguyen T.H.; et al (2021) Detailed Trend Analysis of Extreme Climate Indices in the Upper Geum River Basin. Water, 13, 3171. https://doi.org/10.3390/ w13223171. 32. Mahmood R., Jia S. & Zhu W. (2018) Analysis of climate variability, trends, and prediction in the most

active parts of the Lake Chad basin, Africa. Sci Rep 9, 6317. https://doi.org/10.1038/s41598-019- 42811-9. 33. Sun O., Zhang X., Zwiers F., Westra S., Alexandra LV. (2021) A Global, Continental, and Regional Analysis of Changes in Extreme Precipitation. Journal of Climate, Vol. 34, Issue 1, Pp. 243–258. https://doi.org/10.1175/JCLI-D-19-0892.1. 34. Frich P., Alexander LV., Della-Marta P., Gleason B., Haylock M., Klein Tank AMG., et al. (2002) Observed coherent changes in climatic extremes during the second half of the twentieth century. Cli- mate Research, 19, 193–212. https://doi.org/10.3354/cr019193. 35. Sheikh M.M., Manzoor N., Ashraf J., Adnan M., Collins D., Hameed S., et al., 2015. Trends in extreme daily rainfall and temperature indices over South Asia. Int. J. Climatol., Vol. 35, No. 7, Pp. 1625–1637. 36. Rizvi FF., Ahmed B., Hussain S., Khan A., Raza M., Shahid M. (2021) Assessment of climate extremes from historical data (1960–2013) of Soan River Basin in Pakistan. International Journal of Global Warm- ing, 2021 Vol. 25 No.1, pp.1 – 37. https://doi.org/10.1504/IJGW.2021.117431 37. Pritchard H.D., 2019. Asia’s shrinking glaciers protect large populations from drought stress. Nature 569, 649–654. https://doi.org/10.1038/s41586-019-1240-1 PMID: 31142854 38. Lutz A.F., Immerzeel W.W., Kraaijenbrink P.D.A., Shrestha A.B., Bierkens M.F.P., 2016. Climate Change Impacts on the Upper Indus Hydrology: Sources, Shifts and Extremes. PLoS ONE 11(11): e0165630. https://doi.org/10.1371/journal.pone.0165630 PMID: 27828994

39. Haeberli W., Frauenfelder R., Hoelzle M., Maisch M., 1999. On rates and acceleration trends of global glacier mass changes. Geografiska Annaler 81A(4):585–591. https://doi.org/10.1111/1468-0459. 00086. 40. Zemp M., Paul F., Hoelzle M., Haeberli W., 2008. Glacier fluctuations in the European Alps 1850–2000: an overview and spatiotemporal analysis of available data. In: Orlove B, Wiegandt E, Luckman BH (eds) The darkening peaks: Glacial retreat in scientific and social context. University of California Press, pp 152–167. https://doi.org/10.5167/uzh-9024 41. Brun F., Berthier E., Wagnon P., Ka¨a¨ b A., Treichler D., 2017. A spatially resolved estimate of High Mountain Asia glacier mass balances, 2000–2016. Nat Geosci., 10(9): 668–673. https://doi.org/10. 1038/NGEO2999 PMID: 28890734 42. Ka¨ a¨ b A., Treichler D., Nuth C., Berthier E., 2015. Brief Communication: Contending estimates of 2003– 2008 glacier mass balance over the Pamir–Karakoram–Himalaya. The Cryosphere, 9, 557–564. https://doi.org/10.5194/tc-9-557-2015 43. Hewitt K., 2005. The Karakoram anomaly? Glacier expansion and the ‘elevation effect’, Karakoram Himalaya. Mt. Res. Dev. 25, 332–340. 44. Fowler H.J., Archer D.R., 2006. Conflicting Signals of Climatic Change in the Upper Indus Basin. Jour- nal of Climate, Vol. 19, No. 17, Pp. 4276–4293. https://doi.org/10.1175/JCLI3860.1. 45. Iyakaremye V., Zeng G., Yang X., Zhang G., Ullah I., Gahigi A., et al. (2021) Increased high-tempera- ture extremes and associated population exposure in Africa by the mid-21st century. Science of the

Total Environment 790, 148162. https://doi.org/10.1016/j.scitotenv.2021.148162 PMID: 34102437 46. Iyakaremye V., Zeng G., Ullah I., Gahigi A., Mumo R., Ayugi B. (in press) Recent Observed Changes in Extreme High-Temperature Events and Associated Meteorological Conditions over Africa. International journal of climatology. https://doi.org/10.1002/joc.7485. PLOS ONE Climate change and extremes analysis using observed data (1962-2019) over Pakistan PLOS ONE | https://doi.org/10.1371/journal.pone.0271626 July 27, 2022 25 / 27