{"id":2200,"date":"2024-02-12T04:12:38","date_gmt":"2024-02-12T04:12:38","guid":{"rendered":"https:\/\/ganeshrghimire.com\/?page_id=2200"},"modified":"2025-12-01T13:26:47","modified_gmt":"2025-12-01T13:26:47","slug":"data_duplicated","status":"publish","type":"page","link":"https:\/\/ganeshrghimire.com\/?page_id=2200","title":{"rendered":"Data"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2200\" class=\"elementor elementor-2200\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7d886ba1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7d886ba1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8ed3771\" data-id=\"8ed3771\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6eeac140 elementor-widget elementor-widget-text-editor\" data-id=\"6eeac140\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div>\n<p><\/p>\n<p>[10] Voisin, N., Kao, S.C., Broman, D., Zhou, T., Xu, W., Ghimire, G.R., and Gangrade, S. <span class=\"TextRun SCXW177757619 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177757619 BCX8\">\u00a0(2025), CMIP6-based Multi-model Hydropower Projection over the Conterminous US, Version 1.1.<\/span><span class=\"NormalTextRun SCXW177757619 BCX8\"> Oak Ridge National Laboratory, Oak Ridge, TN, <a href=\"https:\/\/doi.org\/10.21951\/SWA9505V3\/3001439\"><span style=\"text-decoration: underline;\">https:\/\/doi.org\/10.21951\/SWA9505V3\/3001439<\/span><\/a><\/span><\/span><span class=\"TextRun SCXW177757619 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177757619 BCX8\">.\u00a0<\/span><\/span><\/p>\n<p>[9] <span class=\"TextRun SCXW177757619 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177757619 BCX8\">Ghimire, G. R.,\u00a0 Gangrade, S., Kao, S.C., Hansen, C., and DeNeale, S.<\/span><\/span><span class=\"TextRun SCXW177757619 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177757619 BCX8\">\u00a0(2025), <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW177757619 BCX8\">Dayflow<\/span><span class=\"NormalTextRun SCXW177757619 BCX8\">-PR: High-Resolution Streamflow Reanalysis for Puerto Rico, Version 1.0. Oak Ridge National Laboratory, Oak Ridge, TN, <\/span><\/span><span class=\"TextRun SCXW177757619 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW177757619 BCX8\"><span style=\"text-decoration: underline;\"><a href=\"https:\/\/doi.org\/10.13139\/OLCF\/2583869\">https:\/\/doi.org\/10.13139\/OLCF\/2583869<\/a><\/span>.\u00a0<\/span><\/span><\/p>\n<p>[8] <span class=\"TextRun SCXW212125630 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW212125630 BCX8 is-layout-flow wp-block-column-is-layout-flow\">Ghimire, G. R., Kao, S.C. <\/span><span class=\"NormalTextRun SCXW212125630 BCX8\">and <\/span><span class=\"NormalTextRun SCXW212125630 BCX8\">Gangrade, S. <\/span><\/span><span class=\"TextRun SCXW212125630 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW212125630 BCX8\">(2025)<\/span><span class=\"NormalTextRun SCXW212125630 BCX8\">, CONUS-wide Projected Flood Frequency Estimates, Version 1.0. Oak Ridge National Laboratory, Oak Ridge, TN, <\/span><\/span><a class=\"Hyperlink SCXW212125630 BCX8\" href=\"https:\/\/doi.org\/10.13139\/OLCF\/2575147\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW212125630 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW212125630 BCX8\" data-ccp-charstyle=\"Hyperlink\"><span style=\"text-decoration: underline;\">https:\/\/doi.org\/10.13139\/OLCF\/2575147<\/span><\/span><\/span><\/a><span class=\"TextRun SCXW212125630 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW212125630 BCX8\">. <\/span><\/span><\/p>\n<div>\n<p><\/p>\n<div class=\"is-layout-flow wp-block-group-is-layout-flow\">\n<p><\/p>\n<div class=\"is-layout-flow wp-block-group-is-layout-flow\">\n<p><\/p>\n<p>[7] Turner, S.W.D., Ghimire, G.R., Hansen, C., Singh, D., and Kao, S.C. (2024). Hydropower Capacity Factor Trends and Analytics for the United States. HydroSource. <em>Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA<\/em>.\u00a0 <span style=\"text-decoration: underline;\"><a href=\"https:\/\/doi.org\/10.21951\/hydro_trends\/2349418\">https:\/\/doi.org\/10.21951\/hydro_trends\/2349418<\/a><\/span><\/p>\n<p><span style=\"font-style: inherit; font-weight: inherit;\">[6] Broman, D., Kao, S.-C., Voisin, N., Zhou, T., <\/span><strong style=\"font-style: inherit;\">Ghimire, G. R.<\/strong><span style=\"font-style: inherit; font-weight: inherit;\">, &amp; Fernandez, A. (2024). CONUS-wide HUC4 Watershed Scale Hydropower Projections derived from 9505 Third Assessment (1.0) [Data set]. <\/span><span style=\"font-weight: inherit;\"><i>Zenodo<\/i><\/span><span style=\"font-style: inherit; font-weight: inherit;\">. <\/span><a style=\"font-style: inherit; font-weight: inherit; background-color: #ffffff;\" href=\"https:\/\/doi.org\/10.5281\/zenodo.10535565\"><u>https:\/\/doi.org\/10.5281\/zenodo.10535565<\/u><\/a><span style=\"font-style: inherit; font-weight: inherit;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-style: inherit; font-weight: inherit;\">[5] <\/span><span style=\"font-size: 1rem; font-style: inherit; font-weight: inherit; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><strong>Ghimire, G.R.<\/strong>, <\/span><span style=\"font-size: 1rem; font-style: inherit; font-weight: inherit; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">Kao, S.C., and Gangrade, S. 2023: Dayflow: CONUS Daily Streamflow Reanalysis, Version 2 (DayflowV2). <\/span><span style=\"font-size: 1rem; font-weight: inherit; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><i>Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA<\/i><\/span><span style=\"font-size: 1rem; font-style: inherit; font-weight: inherit; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">. <a href=\"https:\/\/doi.org\/10.13139\/OLCF\/2222888\"><u>https:\/\/doi.org\/10.13139\/OLCF\/2222888<\/u><\/a>.\u00a0<\/span><\/p>\n<p><span style=\"font-style: inherit; font-weight: inherit; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">[4] Kao, S.C., <strong>Ghimire, G.R.<\/strong>, and Gangrade, S. 2023: CMIP6-based Multi-model Streamflow Projections over the Conterminous US. <\/span><span style=\"font-weight: inherit; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><i>HydroSource. Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA<\/i><\/span><span style=\"font-style: inherit; font-weight: inherit; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">.\u00a0<\/span><a style=\"font-style: inherit; font-weight: inherit; background-color: #ffffff;\" href=\"https:\/\/doi.org\/10.21951\/9505V3Flow\/2007926\"><span style=\"color: #3a3a3a;\"><u>https:\/\/doi.org\/10.21951\/9505V3Flow\/2007926<\/u><\/span><\/a><span style=\"font-style: inherit; font-weight: inherit;\">.<\/span><\/p>\n<p><span style=\"font-style: inherit; font-weight: inherit;\">[3] Carly H. Hansen, Ganesh R. Ghimire, and Paul G. Matson. 2023. Hydropower Energy Storage Capacity Dataset, Version 2. <\/span><span style=\"font-weight: inherit;\"><i>HydroSource, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA<\/i><\/span><span style=\"font-style: inherit; font-weight: inherit;\">. <a href=\"https:\/\/doi.org\/10.21951\/HESC\/1972462\"><u>https:\/\/doi.org\/10.21951\/HESC\/1972462<\/u><\/a>.<\/span><\/p>\n<p><span style=\"font-style: inherit; font-weight: inherit;\">[2] <\/span><strong style=\"font-style: inherit;\">Ghimire, G.R.<\/strong><span style=\"font-style: inherit; font-weight: inherit;\">, Hansen, C., Gangrade, S., Kao, S.C., Thornton, P., and Singh, D. 2022: Dayflow: CONUS Daily Streamflow Reanalysis, Version 1.\u00a0<\/span><em style=\"font-weight: inherit;\">HydroSource, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA.<\/em><span style=\"font-style: inherit; font-weight: inherit;\">\u00a0\u00a0<\/span><a style=\"background-color: #ffffff; font-size: 1rem;\" href=\"https:\/\/doi.org\/10.21951\/Dayflow\/1847639\" target=\"_blank\" rel=\"noopener\"><u>https:\/\/doi.org\/10.21951\/Dayflow\/1847639<\/u><\/a><\/p>\n<p><\/p>\n<p><\/p>\n<p>[1] Hansen, C.H.,\u00a0<strong>Ghimire, G.R.<\/strong>, and Gangrade, S. 2021: Hydropower Energy Storage Capacity Dataset.\u00a0<em>HydroSource, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA.\u00a0<\/em><a style=\"background-color: #ffffff; font-size: 1rem;\" href=\"https:\/\/doi.org\/10.21951\/HESC\/1822833\" target=\"_blank\" rel=\"noopener\"><u>https:\/\/doi.org\/10.21951\/HESC\/1822833<\/u><\/a><\/p>\n<p><\/p>\n<\/div>\n<p><\/p>\n<\/div>\n<p><\/p>\n<\/div>\n<p><\/p>\n<\/div>\n<p><!-- \/wp:columns --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>[7] Turner, S.W.D., Ghimire, G.R., Hansen, C., Singh, D., and Kao, S.C. (2024). Hydropower Capacity Factor Trends and Analytics for the United States. HydroSource. Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA.\u00a0 https:\/\/doi.org\/10.21951\/hydro_trends\/2349418 [6] Broman, D., Kao, S.-C., Voisin, N., Zhou, T., Ghimire, G. R., &amp; Fernandez, A. (2024). CONUS-wide HUC4 Watershed Scale Hydropower Projections [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-2200","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=\/wp\/v2\/pages\/2200","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2200"}],"version-history":[{"count":34,"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=\/wp\/v2\/pages\/2200\/revisions"}],"predecessor-version":[{"id":2494,"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=\/wp\/v2\/pages\/2200\/revisions\/2494"}],"wp:attachment":[{"href":"https:\/\/ganeshrghimire.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}