  {"id":458,"date":"2021-06-17T17:57:29","date_gmt":"2021-06-17T17:57:29","guid":{"rendered":"https:\/\/www.hawaii.edu\/climate-data-portal\/?p=458"},"modified":"2022-03-03T11:39:26","modified_gmt":"2022-03-03T11:39:26","slug":"shifting-magnitude-and-timing-of-streamflow-extremes-and-the-relationship-with-rainfall-across-the-hawaiian-islands","status":"publish","type":"post","link":"https:\/\/www.hawaii.edu\/climate-data-portal\/shifting-magnitude-and-timing-of-streamflow-extremes-and-the-relationship-with-rainfall-across-the-hawaiian-islands\/","title":{"rendered":"Shifting Streamflow Extremes"},"content":{"rendered":"\n<p>Contributed by Yu-Fen Huang: <a rel=\"noreferrer noopener\" href=\"mailto:yfhuang@hawaii.edu\" target=\"_blank\">yfhuang@hawaii.edu<\/a><\/p>\n\n\n\n<p>In Hawai\u02bbi, both magnitude and occurrence dates of annual maximum daily rainfall (RFmax) and the annual stream peak flow (PFmax) have shifted from 1970 to 2005. More than half stations of both show decreasing trends across the Hawaiian Islands, except for Kaua\u02bbi and Molokai. Comparing to the trends of RFmax, trends PFmax show stronger distinction between windward and leeward. The occurrence dates of both RFmax and PFmax have shifted from early Jan. to late Dec., likely due to the changes in ENSO. We also found that the annual peak flow rarely coincides with the annual maximum rainfall, and more studies are needed. These overall findings alert us to prepare for the flood impact differently, and likely indicate differences responses of ecosystems. This work has been published in the Journal of Hydrology.\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/doi.org\/10.1016\/j.jhydrol.2021.126424\" target=\"_blank\">Publication Link<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"759\" src=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-1024x759.png\" alt=\"\" class=\"wp-image-920\" srcset=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-1024x759.png 1024w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-300x222.png 300w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-768x569.png 768w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image.png 1430w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Figure 1. RFmax trends from water years 1970 to 2005 across five major Hawaiian Islands. The brown line indicates the physiographic division of windward (northeast) and leeward (southwest) regions on the islands.&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"761\" src=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-1-1024x761.png\" alt=\"\" class=\"wp-image-921\" srcset=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-1-1024x761.png 1024w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-1-300x223.png 300w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-1-768x570.png 768w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-1.png 1427w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Figure 2. PFmax trends from the water year 1970 to 2005 for the five main Hawaiian Islands. The brown line indicates the physiographic division of windward (northeast) and leeward (southwest) regions on the islands.&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-2.png\" alt=\"\" class=\"wp-image-922\" width=\"393\" height=\"494\" srcset=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-2.png 689w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-2-238x300.png 238w\" sizes=\"(max-width: 393px) 100vw, 393px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-5.png\" alt=\"\" class=\"wp-image-925\" width=\"373\" height=\"497\" srcset=\"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-5.png 656w, https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/07\/image-5-225x300.png 225w\" sizes=\"(max-width: 373px) 100vw, 373px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p>Figure 3. The occurrence date (median&nbsp;\u00b1&nbsp;0.5 circular deviation) of RFmax (green line) and PFmax (black line with the&nbsp;<a href=\"https:\/\/www-sciencedirect-com.eres.library.manoa.hawaii.edu\/topics\/agricultural-and-biological-sciences\/el-nino\">ENSO<\/a>&nbsp;phase shaded (red: warm phase; blue: cool phase, white: neutral) ) on the leeward (left) and windward (right) sides. The y-axis indicates the months from June through May (bottom to top). Occurrences under ENSO warm phase are indicated by red squares for RFmax, and a red circle for PFmax. The Oceanic Nino Index (ONI) on the top indicates the strength of the ENSO from 1970 to 2005.&nbsp;<\/p>\n\n\n\n<p>The Sen\u2019s slope estimator for the timing shows the occurrence date of RFmax and PFmax shifted earlier. In leeward regions, the median occurrence date of RFmax and PFmax were ~1.5 days and significantly ~1.5 days earlier, respectively. On the windward side, the median occurrence date of RFmax and PFmax significantly shifted ~half day and ~6 hr later, respectively.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In Hawai\u02bbi, the maximum streamflow in a year was not always the result of the maximum rainfall, based on analyses from 1975 to 2005. The timing of both maximum events has shifted from early Jan to late Dec, likely due to the changes in ENSO&#8230;<\/p>\n","protected":false},"author":7,"featured_media":460,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[5,11],"jetpack_featured_media_url":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-content\/uploads\/2021\/06\/HCDP_Promote.jpg","_links":{"self":[{"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/posts\/458"}],"collection":[{"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/comments?post=458"}],"version-history":[{"count":14,"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/posts\/458\/revisions"}],"predecessor-version":[{"id":2596,"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/posts\/458\/revisions\/2596"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/media\/460"}],"wp:attachment":[{"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/media?parent=458"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/categories?post=458"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hawaii.edu\/climate-data-portal\/wp-json\/wp\/v2\/tags?post=458"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}