{"id":4,"date":"2022-11-02T18:09:55","date_gmt":"2022-11-02T18:09:55","guid":{"rendered":"https:\/\/dornsife.usc.edu\/hsgilab\/?page_id=4"},"modified":"2026-01-22T21:52:02","modified_gmt":"2026-01-23T05:52:02","slug":"home","status":"publish","type":"page","link":"https:\/\/dornsife.usc.edu\/hsgilab\/","title":{"rendered":"HSGI Lab Home Page"},"content":{"rendered":"  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--intro-text align-center\"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--intro-text\"\n    \n      >\n\n    \n          \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Welcome!\n      <\/h2>\n\n\n<\/div>\n  \n          \n<div class=\"f--field f--description\">\n\n    \n  <p>At the Human Security and Geospatial Intelligence (HSGI) Lab, housed in the <a href=\"https:\/\/dornsife.usc.edu\/spatial\/\">Spatial Sciences Institute<\/a> at the University of Southern California, we work to advance issues of human safety and security through the use of spatially-informed and data-driven approaches to produce actionable information for decision-makers. <\/p>\n<p>The HSGI Lab conducts collaborative research and fieldwork with governmental, non-governmental and human rights practitioners worldwide. Our collaborators include the <a href=\"https:\/\/ict.usc.edu\/\">USC Institute for Creative Technologies<\/a>, the <a href=\"https:\/\/www.nga.mil\/\/\">National Geospatial-Intelligence Agency<\/a>, and the <a href=\"https:\/\/usgif.org\/\">United States Geospatial Intelligence Foundation<\/a>.<\/p>\n\n\n\n<\/div>\n  \n\n  <\/div><\/div>\n\n\n            \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--home-sequence-cta-and-image \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--home-sequence-cta-and-image\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          HSGI\n      <\/h2>\n\n\n<\/div>\n          <\/div>\n  \n      <div class=\"cards-container\">\n      \n        <div class=\"card\">\n\n              \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/12\/Yi-lab-320x320.jpg\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/12\/Yi-lab-768x768.jpg 768w,https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/12\/Yi-lab-320x320.jpg 320w\"          data-sizes=\"(min-width:1024px) 50vw, (min-width:768px) 100vw, 100vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                          \n<div class=\"f--field f--link\">\n\n    \n    \n  \n<a \n  class=\"link\"\n  href= https:\/\/dornsife.usc.edu\/hsgilab\/about\/\n    aria-label=\"Read more about About\"  \n>\n    About \n  <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" width=\"25\" height=\"25\" xml:space=\"preserve\"><polygon fill-rule=\"evenodd\" clip-rule=\"evenodd\" fill=\"#FC0\" points=\"19.3,27.5 29.3,17.5,19.3,7.5 16.3,10.4 21.4,15.4 6.7,15.4 6.7,19.6 21.4,19.6 16.3,24.6 \"\/><\/svg>\n<\/a>\n\n\n<\/div>\n          \n        <\/div>\n      \n        <div class=\"card\">\n\n              \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2024\/03\/NDVI-320x320.jpg\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2024\/03\/NDVI-768x768.jpg 768w,https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2024\/03\/NDVI-320x320.jpg 320w\"          data-sizes=\"(min-width:1024px) 50vw, (min-width:768px) 100vw, 100vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                          \n<div class=\"f--field f--link\">\n\n    \n    \n  \n<a \n  class=\"link\"\n  href= https:\/\/dornsife.usc.edu\/hsgilab\/research-projects\/\n    aria-label=\"Read more about Research projects\"  \n>\n    Research projects \n  <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" width=\"25\" height=\"25\" xml:space=\"preserve\"><polygon fill-rule=\"evenodd\" clip-rule=\"evenodd\" fill=\"#FC0\" points=\"19.3,27.5 29.3,17.5,19.3,7.5 16.3,10.4 21.4,15.4 6.7,15.4 6.7,19.6 21.4,19.6 16.3,24.6 \"\/><\/svg>\n<\/a>\n\n\n<\/div>\n          \n        <\/div>\n      \n        <div class=\"card\">\n\n              \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/10\/HSGI-Lab-ensemble-Yi-Darren-Hana-Feingold-Haley-Veach-Shivi-Anand-e1698787134779-320x320.jpeg\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/10\/HSGI-Lab-ensemble-Yi-Darren-Hana-Feingold-Haley-Veach-Shivi-Anand-e1698787134779-768x768.jpeg 768w,https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/10\/HSGI-Lab-ensemble-Yi-Darren-Hana-Feingold-Haley-Veach-Shivi-Anand-e1698787134779-320x320.jpeg 320w\"          data-sizes=\"(min-width:1024px) 50vw, (min-width:768px) 100vw, 100vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                          \n<div class=\"f--field f--link\">\n\n    \n    \n  \n<a \n  class=\"link\"\n  href= https:\/\/dornsife.usc.edu\/hsgilab\/facilities-and-equipment\/\n    aria-label=\"Read more about Facilities and Equipment\"  \n>\n    Facilities and Equipment \n  <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" width=\"25\" height=\"25\" xml:space=\"preserve\"><polygon fill-rule=\"evenodd\" clip-rule=\"evenodd\" fill=\"#FC0\" points=\"19.3,27.5 29.3,17.5,19.3,7.5 16.3,10.4 21.4,15.4 6.7,15.4 6.7,19.6 21.4,19.6 16.3,24.6 \"\/><\/svg>\n<\/a>\n\n\n<\/div>\n          \n        <\/div>\n          <\/div>\n  \n\n  <\/div><\/div>\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--spacer \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--spacer\"\n    \n      >\n\n    \n\n  <\/div><\/div>\n\n\n\n        \n          \n          \n          \n          \n          \n  \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--editorial-cards \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--editorial-cards\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          HSGI News and Events\n      <\/h2>\n\n\n<\/div>\n                <\/div>\n  \n      <div class=\"cards-container\">\n      \n        <div class=\"card\">\n\n          \n                                      \n                \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/dornsife.usc.edu\/spatial\/2026-los-angeles-geospatial-summit\/\"  aria-label=\"Read more about Attend the LA Geospatial Summit on February 27, 2026\">\n  \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2026\/01\/lageospatialsummit-697x432.jpg\"\n                    data-sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                                      <a href=\"https:\/\/dornsife.usc.edu\/spatial\/2026-los-angeles-geospatial-summit\/\" >\n                  \n                    Attend the LA Geospatial Summit on February 27, 2026\n\n                                      <\/a>\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <div class=\"f--field f--description\">\n<p>We are excited to announce the 2026 LA Geospatial Summit will take place on Friday, February 27, 2026 at the USC Hotel from 8:30am-3:30pm. This is an exciting event that brings together students, alumni, industry leaders, and partners across the geospatial community. Make sure to register early to secure a seat at this event!<\/p>\n<\/div>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n                                      \n                \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2026\/01\/arctic-768x432.png\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2026\/01\/arctic-768x432.png 768w\"          data-sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                  \n                    Security Panel Examining Events in Greenland and Venezuela &#8211; Feb 2, 2026\n\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Join USC Professors and security studies experts Steve Lamy and Richard Downie on Monday, February 2 from 5-6pm PT in AHF B57J to discuss current events and geopolitical implications of the United States involvement in Venezuela and Greenland.<\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n                                      \n                \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/usgif.org\/geoint-symposium-2026\/\"  aria-label=\"Read more about Attend the USGIF GEOINT Symposium 2026 in Aurora, CO May 3-6, 2026\">\n  \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2026\/01\/geoint-symposium.jpg\"\n                    data-sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                                      <a href=\"https:\/\/usgif.org\/geoint-symposium-2026\/\" >\n                  \n                    Attend the USGIF GEOINT Symposium 2026 in Aurora, CO May 3-6, 2026\n\n                                      <\/a>\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Join USC faculty and student researchers at the USGIF GEOINT Symposium 2026 in Aurora, CO from May 3-6 to engage with professionals across government, industry, and academia on the critical role of geospatial intelligence across all aspects of a safe and secure society.<\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n                                      \n                \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/theconversation.com\/what-is-geospatial-intelligence-a-geographer-explains-the-powerful-melding-of-maps-and-data-209492\"  aria-label=\"Read more about What is geospatial intelligence? A geographer explains the powerful melding of maps and data\">\n  \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/12\/conversation-geospatial-intelligence-768x432.png\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/12\/conversation-geospatial-intelligence-1280x720.png 1280w,https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2023\/12\/conversation-geospatial-intelligence-768x432.png 768w\"          data-sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                                      <a href=\"https:\/\/theconversation.com\/what-is-geospatial-intelligence-a-geographer-explains-the-powerful-melding-of-maps-and-data-209492\" >\n                  \n                    What is geospatial intelligence? A geographer explains the powerful melding of maps and data\n\n                                      <\/a>\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Professor Ruddell&#8217;s publication in The Conversation describes the importance and broad range of geospatial intelligence applications to society.<\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n            \n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n            \n                      <\/div>\n\n\n        <\/div>\n          <\/div>\n  \n\n  <\/div><\/div>\n\n\n\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--video-with-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--video-with-text\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          How does a drone collect spatial data?\n      <\/h2>\n\n\n<\/div>\n      \n                  \n<div class=\"f--field f--description\">\n\n    \n  <p>Dr. Guoping Huang and Dr. Yi Qi demonstrate how it\u2019s done in the field.<\/p>\n\n\n\n<\/div>\n          <\/div>\n  \n\n      <div class=\"video-container\">\n              <div class=\"image-container\">\n              \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2024\/09\/usc-drone-grab-scaled-1-768x432.jpg\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2024\/09\/usc-drone-grab-scaled-1-1920x1080.jpg 1920w,https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2024\/09\/usc-drone-grab-scaled-1-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/hsgilab\/wp-content\/uploads\/sites\/391\/2024\/09\/usc-drone-grab-scaled-1-768x432.jpg 768w\"          data-sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"          class=\"lazyload\"\n        \n                  alt=\"USC SSI drone LA Coliseum\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                      <a href=\"https:\/\/youtu.be\/3GBx3Kr4C-8\" data-lity aria-label=\"Play video in lightbox\" class=\"play-video\">\n              <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 75 75\" enable-background=\"new 0 0 75 75\" xml:space=\"preserve\">\n                <rect fill=\"#FFCC00\" width=\"75\" height=\"75\"\/>\n                <polygon fill-rule=\"evenodd\" clip-rule=\"evenodd\" points=\"44.4,37.5 34.2,43.9 34.2,31.1 \"\/>\n              <\/svg>\n            <\/a>\n                  <\/div>\n      \n    <\/div>\n\n  \n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":9,"featured_media":269,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-4","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - 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