{"id":1355,"date":"2025-09-10T17:56:29","date_gmt":"2025-09-10T17:56:29","guid":{"rendered":"https:\/\/krzysztofraczynski.net\/?page_id=1355"},"modified":"2025-09-25T15:09:39","modified_gmt":"2025-09-25T15:09:39","slug":"software-apps-and-datasets","status":"publish","type":"page","link":"https:\/\/krzysztofraczynski.net\/index.php\/software-apps-and-datasets\/","title":{"rendered":"Software, apps and datasets"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-text-align-center has-inter-font-family has-ktj-font-medium-font-size\" style=\"margin-top:var(--wp--preset--spacing--medium);margin-bottom:var(--wp--preset--spacing--medium);padding-top:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);font-style:normal;font-weight:700\">Software, applications and datasets<\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color has-link-color wp-elements-5d9a2d68b01ad662038395acf91bad3d wp-block-paragraph\" style=\"color:#6c2831\"><strong>Software<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Python module: Time-varying Streamflow and Fractals Dataset for United States <a href=\"https:\/\/github.com\/chrisrac\/pyenfra\" target=\"_blank\" rel=\"noopener\" title=\"\">[VIEW AT GITHUB]<\/a> <a href=\"https:\/\/pypi.org\/project\/pyenfra\/\" title=\"\">[VIEW AT PYPI]<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code has-kenta-accent-active-background-color has-background\"><code>pip install pyenfra<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"639\" src=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code1-1024x639.png\" alt=\"\" class=\"wp-image-1373\" style=\"width:500px\" srcset=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code1-1024x639.png 1024w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code1-300x187.png 300w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code1-768x480.png 768w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code1.png 1246w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Python module: Objective Low Flow (Flood) Threshold Identification Using Breakpoint Analysis <a href=\"https:\/\/github.com\/chrisrac\/objective_thresholds\" target=\"_blank\" rel=\"noopener\" title=\"\">[VIEW AT GITHUB]<\/a> <a href=\"https:\/\/pypi.org\/project\/objective-thresholds\/\" title=\"\">[VIEW AT PYPI]<\/a><\/p>\n\n\n\n<pre class=\"wp-block-code has-kenta-accent-active-background-color has-background\"><code>pip install objective_thresholds<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"358\" src=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code3-1024x358.png\" alt=\"\" class=\"wp-image-1374\" style=\"width:500px\" srcset=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code3-1024x358.png 1024w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code3-300x105.png 300w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code3-768x268.png 768w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/code3.png 1254w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Python module: Harmonic Oscillator Seasonal Trend (HOST) Model for analyzing the reoccurring nature of extreme events <a href=\"https:\/\/github.com\/chrisrac\/hostmodel\" target=\"_blank\" rel=\"noopener\" title=\"\">[VIEW AT GITHUB]<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"946\" height=\"529\" src=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/host.png\" alt=\"\" class=\"wp-image-1375\" style=\"width:500px\" srcset=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/host.png 946w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/host-300x168.png 300w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/host-768x429.png 768w\" sizes=\"auto, (max-width: 946px) 100vw, 946px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Python code: H3 hexagonal grid processor <a href=\"https:\/\/github.com\/chrisrac\/grid_effort\" target=\"_blank\" rel=\"noopener\" title=\"\">[VIEW AT GITHUB]<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-dots\" style=\"margin-top:var(--wp--preset--spacing--xx-small);margin-bottom:var(--wp--preset--spacing--xx-small);background-color:#d6c69a;color:#d6c69a\"\/>\n\n\n\n<p class=\"has-text-align-center has-text-color has-link-color wp-elements-1852f205473d04aeb391bd6f3e790d03 wp-block-paragraph\" style=\"color:#6c2831\"><strong>Datasets<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Time-varying Streamflow and Fractals Dataset for United States <br><a href=\"https:\/\/www.hydroshare.org\/resource\/44716e97517543889d2197aff6dd2cc3\/\" target=\"_blank\" rel=\"noopener\" title=\"\">[VIEW AT HYDROSHARE]<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized has-custom-border is-style-default wp-duotone-unset-1\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"301\" src=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/data1-1024x301.png\" alt=\"\" class=\"wp-image-1372\" style=\"border-style:none;border-width:0px;width:500px\" srcset=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/data1-1024x301.png 1024w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/data1-300x88.png 300w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/data1-768x226.png 768w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/data1-1536x451.png 1536w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/data1.png 1634w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-dots\" style=\"margin-top:var(--wp--preset--spacing--xx-small);margin-bottom:var(--wp--preset--spacing--xx-small);background-color:#d6c69a;color:#d6c69a\"\/>\n\n\n\n<p class=\"has-text-align-center has-text-color has-link-color wp-elements-15db0d5cbdd4e1092f08571669f20fb2 wp-block-paragraph\" style=\"color:#6c2831\"><strong>Applications<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">United States Streamflow Dynamics Dashboard <br><a href=\"https:\/\/msstate.maps.arcgis.com\/apps\/dashboards\/aa1975fa79f74131ac0c6950b66b38f5\" target=\"_blank\" rel=\"noopener\" title=\"\">[VIEW HERE]<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"558\" src=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app1-1024x558.png\" alt=\"\" class=\"wp-image-1369\" style=\"width:500px\" srcset=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app1-1024x558.png 1024w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app1-300x163.png 300w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app1-768x418.png 768w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app1-1536x836.png 1536w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app1-2048x1115.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">HOST Model Viewer for Southeast US <br><a href=\"https:\/\/www.arcgis.com\/apps\/dashboards\/fe5dbcc5e76e403e9186e04246308200\" target=\"_blank\" rel=\"noopener\" title=\"\">[VIEW HERE]<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"557\" src=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app2-1024x557.png\" alt=\"\" class=\"wp-image-1370\" style=\"width:500px\" srcset=\"https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app2-1024x557.png 1024w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app2-300x163.png 300w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app2-768x418.png 768w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app2-1536x836.png 1536w, https:\/\/krzysztofraczynski.net\/wp-content\/uploads\/2025\/09\/app2-2048x1115.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Software, applications and datasets Software Python module: Time-varying Streamflow and Fractals Dataset for United States [VIEW AT GITHUB] [VIEW AT PYPI] Python module: Objective Low Flow (Flood) Threshold Identification Using Breakpoint Analysis [VIEW AT GITHUB] [VIEW AT PYPI] Python module: Harmonic Oscillator Seasonal Trend (HOST) Model for analyzing the reoccurring nature of extreme events [VIEW [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","site-transparent-header":"default","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","pgc_sgb_lightbox_settings":"","footnotes":""},"class_list":["post-1355","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"Software, applications and datasets Software Python module: Time-varying Streamflow and Fractals Dataset for United States [VIEW AT GITHUB] [VIEW AT PYPI] pip install pyenfra Python module: Objective Low Flow (Flood) Threshold Identification Using Breakpoint Analysis [VIEW AT GITHUB] [VIEW AT PYPI] pip install 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