{"id":1699,"date":"2022-07-11T13:06:38","date_gmt":"2022-07-11T13:06:38","guid":{"rendered":"https:\/\/ieeecscai.wpengine.com\/2023\/?page_id=1699"},"modified":"2023-03-06T20:25:06","modified_gmt":"2023-03-06T20:25:06","slug":"ai-for-earth-system-ds","status":"publish","type":"page","link":"https:\/\/cai.ieee.org\/2023\/ai-for-earth-system-ds\/","title":{"rendered":"AI FOR EARTH SYSTEM DS"},"content":{"rendered":"\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

VERTICAL - AI FOR EARTH SYSTEM DECISION SUPPORT<\/h2>\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
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\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
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

SCOPE<\/strong><\/span><\/h3>

Impacts from severe weather, wildfires, climate change, droughts and ecosystem changes<\/em><\/strong><\/p>

ABSTRACT<\/strong><\/span><\/h3>

As our climate changes, severe weather events and related phenomena such as extreme droughts and extreme wildfire behavior are impacting a wide range of businesses, who need to manage the risks these events present. The earth system has complex processes on a wide range of length and time scales, which makes AI a critical tool to predict the impacts<\/strong> of these complex events on things like our energy infrastructure, agriculture, transportation and logistics.<\/p>

CHALLENGE AREAS
\u00a0(by industry segments covered by the scope of Earth Systems)<\/strong><\/span><\/h3>
  • Power utilities
    <\/b>– energy system management and optimization
    – generation and transmission<\/li>
  • Agricuture
    <\/b>-management of crops to maximize yield<\/li>
  • Insurance<\/strong>
    -management of risks associated with natural disasters<\/li>
  • Civil Engineering<\/strong>
    -design of intelligent infrastructure<\/li><\/ul>

    COMMON BUSINESS CHALLENGES<\/strong><\/span><\/h3>
    • Managing risks<\/strong> posed by severe weather events<\/li>
    • Optimizing operations<\/strong> by understanding current and upcoming conditions<\/li><\/ul>

      ORGANIZING TEAM\u00a0<\/strong><\/span><\/h3>
      Ilene Carpenter, Hewlett Packard Enterprise (HPE)<\/div>
      Paolo Faraboschi, Hewlett Packard Enterprise (HPE)<\/div>
      Arti Garg, Hewlett Packard Enterprise (HPE)<\/div>\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
      \n\t\t\t
      \n\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\t

      Earth Systems
      Areas & Applications<\/strong><\/span><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\t

      Geology<\/strong><\/span><\/h2>

      Mineral Exploration<\/strong><\/span><\/p>

      Locate and develop energy
      and mineral resources,
      or locate clean water<\/em><\/span><\/p>

      Industries: Oil & Gas, Mining<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

      \n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\t

      Meteorology<\/strong><\/span><\/h2>

      Weather, Climate, Air Quality,
      Water Quality<\/strong><\/span><\/p>

      Study impact of human activity on Earth’s environment and design methods to protect the planet, such as soil to grow food<\/i><\/span><\/span><\/p>

      Industries: Agriculture, Government Agencies (EPA)<\/span><\/p>

      Monitor volcanoes, earthquakes and hurricanes to plan communities that will protect people from these natural hazards<\/span><\/p>

      Industries: Natural Disaster Management – Government Agencies (FEMA)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

      \n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\t

      Oceanography<\/strong><\/span><\/h2>

      Composition, Movement, Organisms, Sea Level<\/b><\/span><\/p>

      Industries: Fishing\/Seafood Industry<\/span><\/p>

      \u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

      \n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\t

      Astronomy<\/strong><\/span><\/h2>

      Study of the Universe<\/b><\/span><\/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

      \n\t\t\t\t\t\t
      \n\t\t\t\t\t
      \n\t\t\t
      \n\t\t\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":"

      VERTICAL – AI FOR EARTH SYSTEM DECISION SUPPORT SCOPE Impacts from severe weather, wildfires, climate change, droughts and ecosystem changes ABSTRACT As our climate changes, severe weather events and related phenomena such as extreme droughts and extreme wildfire behavior are impacting a wide range of businesses, who need to manage the risks these events present. […]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":"","_members_access_role":[],"_members_access_error":""},"class_list":["post-1699","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cai.ieee.org\/2023\/wp-json\/wp\/v2\/pages\/1699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cai.ieee.org\/2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cai.ieee.org\/2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cai.ieee.org\/2023\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/cai.ieee.org\/2023\/wp-json\/wp\/v2\/comments?post=1699"}],"version-history":[{"count":0,"href":"https:\/\/cai.ieee.org\/2023\/wp-json\/wp\/v2\/pages\/1699\/revisions"}],"wp:attachment":[{"href":"https:\/\/cai.ieee.org\/2023\/wp-json\/wp\/v2\/media?parent=1699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}