{"id":199,"date":"2021-08-11T11:01:55","date_gmt":"2021-08-11T09:01:55","guid":{"rendered":"https:\/\/wp.unil.ch\/hydmet\/?page_id=199"},"modified":"2025-07-04T08:48:52","modified_gmt":"2025-07-04T06:48:52","slug":"climate-rainfall-models","status":"publish","type":"page","link":"https:\/\/wp.unil.ch\/hydmet\/climate-rainfall-models\/","title":{"rendered":"Models"},"content":{"rendered":"\n<p>In our group, we develop models that can be used to study past, present, and future climate impacts. The models are all open-accessed and are available for non-commercial use.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>An <a href=\"https:\/\/wp.unil.ch\/hydmet\/climate-rainfall-models\/generalization-of-an-encoder-decoder-lstm-model-for-flood-prediction-in-un-gauged-catchments\/\" data-type=\"page\" data-id=\"661\">Encoder-Decoder LSTM<\/a> model for flood prediction in un-gauged catchments<\/li>\n\n\n\n<li><a href=\"https:\/\/wp.unil.ch\/hydmet\/climate-rainfall-models\/mps-based-spatial-downscaling-of-heavy-rainfall-fields\/\" data-type=\"page\" data-id=\"630\">MPS-based precipitation spatial downscaling<\/a> model: a downscaling model that enables preserving the precipitation spatial structure<\/li>\n\n\n\n<li>The <a href=\"https:\/\/wp.unil.ch\/hydmet\/the-awe-gen-2d-model\/\" data-type=\"page\" data-id=\"603\">AWE-GEN-2d<\/a> model: for stochastically simulating climate variables at high space-time resolution<\/li>\n\n\n\n<li>The <a href=\"https:\/\/wp.unil.ch\/hydmet\/the-hires-wg-model\/\" data-type=\"page\" data-id=\"605\">HiReS-WG<\/a> model: for stochastically simulating 2-dimensional convective rainfall fields<\/li>\n\n\n\n<li>The <a href=\"https:\/\/wp.unil.ch\/hydmet\/climate-rainfall-models\/the-sqm-model\/\" data-type=\"page\" data-id=\"640\">SQM model<\/a>: enables the intensity and spatial modifications of precipitation fields<\/li>\n\n\n\n<li>The <a href=\"https:\/\/wp.unil.ch\/hydmet\/climate-rainfall-models\/the-tenax-model\/\" data-type=\"page\" data-id=\"624\">TENAX <\/a>model: enables the generating of IDF curves for the future climate using temperature as a covariate<\/li>\n\n\n\n<li>The <a href=\"https:\/\/wp.unil.ch\/hydmet\/climate-rainfall-models\/the-tenax-cds-model\/\" data-type=\"page\" data-id=\"618\">TENAX-CDS<\/a> model: enables generating design storms to fit climate-modified IDF curves in a physical manner<\/li>\n\n\n\n<li>A patched-based <a href=\"https:\/\/wp.unil.ch\/hydmet\/a-data-driven-urban-flood-model-emulator\/\" data-type=\"page\" data-id=\"700\">data-driven urban flood model<\/a> emulator<\/li>\n\n\n\n<li><a href=\"https:\/\/wp.unil.ch\/hydmet\/realistic-design-storms\/\" data-type=\"page\" data-id=\"738\">REALISTIC<\/a> design storms: a joint return period model<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>In our group, we develop models that can be used to study past, present, and future climate impacts. The models are all open-accessed and are available for non-commercial use.<\/p>\n","protected":false},"author":1002277,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"class_list":["post-199","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/pages\/199","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/users\/1002277"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/comments?post=199"}],"version-history":[{"count":4,"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/pages\/199\/revisions"}],"predecessor-version":[{"id":743,"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/pages\/199\/revisions\/743"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/hydmet\/wp-json\/wp\/v2\/media?parent=199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}