{"id":9490,"date":"2018-02-23T15:12:58","date_gmt":"2018-02-23T20:12:58","guid":{"rendered":"https:\/\/cnr.ncsu.edu\/geospatial\/?page_id=9490"},"modified":"2022-07-25T11:28:30","modified_gmt":"2022-07-25T15:28:30","slug":"landscape-forecasting","status":"publish","type":"page","link":"https:\/\/cnr.ncsu.edu\/geospatial\/research\/landscape-forecasting\/","title":{"rendered":"Forecasting Landscape and Environmental Change"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-1024x576.jpg\" alt=\"forecasting landscape and environmental change\" class=\"wp-image-12410\" srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-1024x576.jpg 1024w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-300x169.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-768x432.jpg 768w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-460x259.jpg 460w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-920x518.jpg 920w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-376x212.jpg 376w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-752x423.jpg 752w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-345x194.jpg 345w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-690x388.jpg 690w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-950x535.jpg 950w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-783x441.jpg 783w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-720x405.jpg 720w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-1440x810.jpg 1440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-600x338.jpg 600w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-848x477.jpg 848w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-555x312.jpg 555w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-1110x625.jpg 1110w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-360x203.jpg 360w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-220x124.jpg 220w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-440x248.jpg 440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-825x464.jpg 825w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-659x371.jpg 659w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-1318x742.jpg 1318w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-992x558.jpg 992w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting.jpg 1500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-1200x675.jpg 1200w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-500x281.jpg 500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-1000x563.jpg 1000w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-410x231.jpg 410w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-820x461.jpg 820w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-285x160.jpg 285w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2019\/11\/2-forecasting-570x321.jpg 570w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<div class=\"ncst-labeled-section wp-block-ncst-featured-content ncst-featured-content is-card-style layout-three-column\">\n  <div class=\"ncst-labeled-section__background\">\n    <div class=\"ncst-labeled-section__container\">\n               <div class=\"ncst-labeled-section__header\">\n                      <h2 class=\"ncst-labeled-section__heading\">Explore the models<\/h2>\n                            <\/div>\n            <div class=\"ncst-labeled-section__content\">\n        \n<div class=\"wp-block-ncst-featured-content\"><a\n    class=\"ncst-content-card wp-block-ncst-content-card with-image with-cta\"\n    href=\"https:\/\/cnr.ncsu.edu\/geospatial\/research\/FUTURES\/\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"573\"\n            class=\"content-card__image wp-image-10531\"\n            alt=\"rendered view of FUTURES output\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2.png\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2.png 830w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-300x207.png 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-768x530.png 768w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-460x318.png 460w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-376x260.png 376w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-752x519.png 752w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-345x238.png 345w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-690x476.png 690w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-783x541.png 783w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-720x497.png 720w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-600x414.png 600w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-555x383.png 555w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-360x249.png 360w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-220x152.png 220w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-440x304.png 440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-825x570.png 825w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-659x455.png 659w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-500x345.png 500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-410x283.png 410w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-820x566.png 820w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-285x197.png 285w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/WxGUI_3Dview-croppedv2-570x394.png 570w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n      \n                        <h3 class=\"content-card__headline\">FUTURES<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\">FUTURES, or FUTure Urban-Regional Environment Simulation, is an open source urban growth model designed to address the regional-scale ecological and environmental impacts of urbanization. It is one of the few land change models developed to explicitly capture the spatial structure of development.<\/p>\n\t      \t    \n              <p class=\"content-card__cta\"><span class=\"text\">Learn how to use FUTURES<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span><\/p>\n          <\/div>\n\n  <\/a>\n\n\n<a\n    class=\"ncst-content-card wp-block-ncst-content-card with-image with-cta\"\n    href=\"http:\/\/www.landis-ii.org\/\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"964\" height=\"665\"\n            class=\"content-card__image wp-image-10534\"\n            alt=\"schematic for LANDIS-II\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis.jpg 964w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-300x207.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-768x530.jpg 768w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-460x317.jpg 460w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-920x635.jpg 920w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-376x259.jpg 376w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-752x519.jpg 752w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-345x238.jpg 345w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-690x476.jpg 690w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-950x655.jpg 950w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-783x540.jpg 783w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-720x497.jpg 720w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-600x414.jpg 600w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-848x585.jpg 848w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-555x383.jpg 555w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-360x248.jpg 360w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-220x152.jpg 220w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-440x304.jpg 440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-825x569.jpg 825w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-659x455.jpg 659w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-500x345.jpg 500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-410x283.jpg 410w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-820x566.jpg 820w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-285x197.jpg 285w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/09\/image-Landis-570x393.jpg 570w\" sizes=\"auto, (max-width: 964px) 100vw, 964px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n      \n                        <h3 class=\"content-card__headline\">LANDIS-II<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\">The LANDIS-II model simulates landscape change as a function of disturbance (e.g., fire, wind, insects), forest management, land use change, and succession. Climate change effects are integrated throughout the model. The model is highly customizable with dozens of libraries (&#8216;extensions&#8217;) to choose from.<\/p>\n\t      \t    \n              <p class=\"content-card__cta\"><span class=\"text\">Learn how to use LANDIS-II<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span><\/p>\n          <\/div>\n\n  <\/a>\n\n\n<a\n    class=\"ncst-content-card wp-block-ncst-content-card with-image with-cta\"\n    href=\"https:\/\/popsmodel.org\/\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"1664\" height=\"1150\"\n            class=\"content-card__image wp-image-11013\"\n            alt=\"PoPS logo\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3.jpg 1664w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-300x207.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-768x531.jpg 768w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1024x708.jpg 1024w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-460x318.jpg 460w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-920x636.jpg 920w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-376x260.jpg 376w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-752x520.jpg 752w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-345x238.jpg 345w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-690x477.jpg 690w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1536x1062.jpg 1536w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-950x657.jpg 950w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-783x541.jpg 783w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1566x1082.jpg 1566w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-720x498.jpg 720w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1440x995.jpg 1440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-600x415.jpg 600w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-848x586.jpg 848w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-555x384.jpg 555w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1110x767.jpg 1110w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-360x249.jpg 360w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-220x152.jpg 220w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-440x304.jpg 440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-825x570.jpg 825w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1650x1140.jpg 1650w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-659x455.jpg 659w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1318x911.jpg 1318w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-992x686.jpg 992w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1500x1037.jpg 1500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1200x829.jpg 1200w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-500x346.jpg 500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-1000x691.jpg 1000w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-410x283.jpg 410w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-820x567.jpg 820w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-285x197.jpg 285w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2018\/12\/PoPS_Logo-30-resized-edited-v3-570x394.jpg 570w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n      \n                        <h3 class=\"content-card__headline\">PoPS<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\">PoPS, the Pest or Pathogen Spread forecast, predicts the spread of invasive plant pathogens and insect pests across large landscapes. Stakeholders employ this user-friendly modeling framework to support collaborative decision-making for management action.<\/p>\n\t      \t    \n              <p class=\"content-card__cta\"><span class=\"text\">Learn how to use PoPS<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span><\/p>\n          <\/div>\n\n  <\/a>\n<\/div>\n\n              <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<p>Learn more about the interdisciplinary researchers forecasting landscape and environmental change:<\/p>\n\n\n<div class=\"wp-block-ncst-buttons\"><div class=\"wp-block-ncst-button\"><a href=\"https:\/\/cnr.ncsu.edu\/geospatial\/people\/fellows\/faculty-fellow-research-areas\/#forecasting-landscape-and-environmental-change\" class=\"btn ncst-component__button-link\" data-ncst-lightbox=\"false\" data-ua-cat=\"Button Block\" data-ua-action=\"Button Click\" data-ua-label=\"https:\/\/cnr.ncsu.edu\/geospatial\/people\/fellows\/faculty-fellow-research-areas\/#forecasting-landscape-and-environmental-change\"><span class=\"ncst-component__button-container\"><span>Faculty at the <\/span><span class=\"nowrap\"><span>Frontier&nbsp;<\/span><span class=\"arrow-indicator\"> <svg class=\"wolficon\" role=\"img\" aria-hidden=\"true\"><use xlink:href=\"#wolficon-arrow-right-bold\"\/><\/svg> <\/span><\/span><\/span><\/a><\/div>\n\n<\/div>\n\n\n\n\n<h2 class=\"wp-block-heading\">Join our user\/developer communities<\/h2>\n\n\n\n<p>All of the landscape forecasting models at the Center for Geospatial Analytics are open source and continue to expand and improve. We invite you engage with our user\/developer communities and help us learn from each other.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">FUTURES<\/h3>\n\n\n\n<p>Join us on the <a href=\"https:\/\/github.com\/ncsu-landscape-dynamics\/GRASS_FUTURES\/discussions\" target=\"_blank\" rel=\"noreferrer noopener\">FUTURES online forum<\/a> to ask questions, connect with the development team, receive announcements and contribute to discussions. Visit the <a href=\"https:\/\/cnr.ncsu.edu\/geospatial\/research\/landscape-forecasting\/futures\/\">FUTURES webpage<\/a> for more information.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LANDIS-II<\/h3>\n\n\n\n<p>The LANDIS-II community is very active with hundreds of users and developers worldwide. We welcome anyone to join the LANDIS-II community and to contribute. All model components are free and open-source. There are active bulletin boards for Users and Developers. And there are meetings and trainings held every year in various locations across the US and Canada. Please visit&nbsp;<a href=\"http:\/\/www.landis-ii.org\/\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?hl=en&amp;q=http:\/\/www.landis-ii.org&amp;source=gmail&amp;ust=1521228918325000&amp;usg=AFQjCNEA6mKjc-VElrIocTBjc9IIeW8UCQ\">www.landis-ii.org<\/a>&nbsp;for further information.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">PoPS<\/h3>\n\n\n\n<p>Join us on the <a href=\"https:\/\/github.com\/ncsu-landscape-dynamics\/rpops\/discussions\" target=\"_blank\" rel=\"noreferrer noopener\">PoPS online forum<\/a> to ask questions, connect with the development team, receive announcements and contribute to discussions. Visit the <a href=\"http:\/\/popsmodel.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">PoPS webpage<\/a> for more information.<\/p>\n\n\n<div class=\"ncst-labeled-section wp-block-ncst-posts-feed ncst-featured-content is-card-style layout-three-column\">\n  <div class=\"ncst-labeled-section__background\">\n    <div class=\"ncst-labeled-section__container\">\n               <div class=\"ncst-labeled-section__header\">\n                      <h2 class=\"ncst-labeled-section__heading\">FORECASTING NEWS<\/h2>\n                                <a\n              href=\"https:\/\/cnr.ncsu.edu\/geospatial\/news\/category\/forecasting-landscape-and-environmental-change\/\"\n              class=\"ncst-labeled-section__link\"\n                                          data-ua-cat=\"Featured Content Block\" data-ua-action=\"Label Link Click\" data-ua-label=\"https:\/\/cnr.ncsu.edu\/geospatial\/news\/category\/forecasting-landscape-and-environmental-change\/\"\n            >More<\/a>\n                  <\/div>\n            <div class=\"ncst-labeled-section__content\">\n        <a\n    class=\"ncst-content-card \"\n    href=\"https:\/\/secassoutheast.org\/2024\/09\/30\/FUTURES-urban-growth-models-now-have-map-services-in-the-SECAS-Atlas.html\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1571\"\n            class=\"content-card__image wp-image-22755\"\n            alt=\"Aerial view of downtown Raleigh - Urban Growth Projections Offer Key Insights Shaping Conservation Decisions - Geospatial Analytics at NC State University\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2024\/09\/MAH2585-scaled.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2024\/09\/MAH2585-scaled.jpg 2560w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2024\/09\/MAH2585-300x184.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2024\/09\/MAH2585-1024x629.jpg 1024w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2024\/09\/MAH2585-768x471.jpg 768w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2024\/09\/MAH2585-1536x943.jpg 1536w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2024\/09\/MAH2585-2048x1257.jpg 2048w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n              <p class=\"content-card__meta\">\n                      <span class=\"content-card__date\">September 30, 2024<\/span>\n                            <\/p>\n      \n                        <h3 class=\"content-card__headline\">Urban Growth Projections Offer Key Insights Shaping Conservation Decisions<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\"><span class=\"text\">Experts from the Southeast Conservation Adaptation Strategy (SECAS) share how the Center&#8217;s research informs and strengthens their conservation prioritization strategies.<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-light\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-light\">\n\t\t<\/svg><\/span><\/p>\n\t      \t    \n          <\/div>\n\n  <\/a>\n<a\n    class=\"ncst-content-card \"\n    href=\"https:\/\/cnr.ncsu.edu\/geospatial\/news\/2023\/11\/07\/reactions-flood-risk\/\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img decoding=\"async\"\n            class=\"content-card__image wp-image-20591\"\n            alt=\"Traffic light sign under water - New Model Adds Human Reactions to Flood Risk Assessment - Geospatial Analytics at NC State University\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2023\/11\/kelly-sikkema-whs7fpfkwq-unsplash-scaled-1.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n          \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n              <p class=\"content-card__meta\">\n                      <span class=\"content-card__date\">November 07, 2023<\/span>\n                            <\/p>\n      \n                        <h3 class=\"content-card__headline\">New Model Adds Human Reactions to Flood Risk Assessment<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\"><span class=\"text\">By taking human adaptation into account, a new version of the FUTURES land change model offers a more realistic assessment of flood risk.<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-light\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-light\">\n\t\t<\/svg><\/span><\/p>\n\t      \t    \n          <\/div>\n\n  <\/a>\n<a\n    class=\"ncst-content-card \"\n    href=\"https:\/\/ncseagrant.ncsu.edu\/coastwatch\/current-issue\/autumn-2022\/natural-solutions-and-a-clean-water-future\/\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"\n            class=\"content-card__image wp-image-17951\"\n            alt=\"Elly Gay and Katherine Martin look at a computer screen in the Geovisualization Lab\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/09\/2-IMG_6683-1024x576-1.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/09\/2-IMG_6683-1024x576-1.jpg 1024w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/09\/2-IMG_6683-1024x576-1-300x169.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/09\/2-IMG_6683-1024x576-1-768x432.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n              <p class=\"content-card__meta\">\n                      <span class=\"content-card__date\">September 28, 2022<\/span>\n                            <\/p>\n      \n                        <h3 class=\"content-card__headline\">Natural Solutions and a Clean Water Future for the Cape Fear<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\"><span class=\"text\">Faculty Fellow Katherine Martin and her research team are using the Center\u2019s signature FUTURES land change model to simulate potential new development scenarios throughout the Cape Fear River Basin, to better understand how upstream land-use changes could impact downstream water quality.<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-light\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-light\">\n\t\t<\/svg><\/span><\/p>\n\t      \t    \n          <\/div>\n\n  <\/a>\n<a\n    class=\"ncst-content-card \"\n    href=\"https:\/\/ecoevocommunity.nature.com\/posts\/forecasting-the-arrival-of-an-insect-pest\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"512\"\n            class=\"content-card__image wp-image-16858\"\n            alt=\"Insect - Center for Geospatial Analytics at NC State University\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/30776349158_a88595da2c_o-960x512-v3.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/30776349158_a88595da2c_o-960x512-v3.jpg 960w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/30776349158_a88595da2c_o-960x512-v3-300x160.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/30776349158_a88595da2c_o-960x512-v3-768x410.jpg 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n              <p class=\"content-card__meta\">\n                      <span class=\"content-card__date\">June 08, 2022<\/span>\n                            <\/p>\n      \n                        <h3 class=\"content-card__headline\">Forecasting the Arrival of an Insect Pest<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\"><span class=\"text\">Invasive agricultural pests are a big problem, and the first step to preventing or minimizing their damage is determining whether an area is environmentally suitable for invasion. Predicting *when* a pest is likely to arrive, though, is just as important as anticipating *where*&#8230;<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-light\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-light\">\n\t\t<\/svg><\/span><\/p>\n\t      \t    \n          <\/div>\n\n  <\/a>\n<a\n    class=\"ncst-content-card \"\n    href=\"https:\/\/cnr.ncsu.edu\/geospatial\/news\/2022\/06\/08\/insect-california-2027\/\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"844\"\n            class=\"content-card__image wp-image-15429\"\n            alt=\"The invasive insect, the spotted lanternfly.\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/spotted-lanternfly.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/spotted-lanternfly.jpg 1500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/spotted-lanternfly-300x169.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/spotted-lanternfly-1024x576.jpg 1024w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/06\/spotted-lanternfly-768x432.jpg 768w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n              <p class=\"content-card__meta\">\n                      <span class=\"content-card__date\">June 08, 2022<\/span>\n                            <\/p>\n      \n                        <h3 class=\"content-card__headline\">Invasive Insect that Kills Grapes Could Reach California Wine Region by 2027<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\"><span class=\"text\">An NC State study predicts the spotted lanternfly has a low probability of first reaching the grape-producing counties of California by 2027, and a high probability by 2033.<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-light\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-light\">\n\t\t<\/svg><\/span><\/p>\n\t      \t    \n          <\/div>\n\n  <\/a>\n<a\n    class=\"ncst-content-card \"\n    href=\"https:\/\/cnr.ncsu.edu\/geospatial\/news\/2022\/04\/20\/forecast-spread-pests\/\"\n  >\n  \n          <div class=\"content-card__image-container\">\n        <div class=\"content-card__image-background\">\n          <img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"844\"\n            class=\"content-card__image wp-image-15190\"\n            alt=\"green vineyard being inspected for pests\"\n            src=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2.jpg\"\n            style=\"aspect-ratio: 16\/9; object-fit: cover; \"\n srcset=\"https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2.jpg 1500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-300x169.jpg 300w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-1024x576.jpg 1024w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-768x432.jpg 768w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-460x259.jpg 460w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-920x518.jpg 920w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-376x212.jpg 376w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-752x423.jpg 752w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-345x194.jpg 345w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-690x388.jpg 690w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-950x535.jpg 950w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-783x441.jpg 783w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-720x405.jpg 720w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-1440x810.jpg 1440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-600x338.jpg 600w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-848x477.jpg 848w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-555x312.jpg 555w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-1110x625.jpg 1110w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-360x203.jpg 360w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-220x124.jpg 220w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-440x248.jpg 440w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-825x464.jpg 825w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-659x371.jpg 659w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-1318x742.jpg 1318w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-992x558.jpg 992w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-1200x675.jpg 1200w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-500x281.jpg 500w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-1000x563.jpg 1000w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-410x231.jpg 410w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-820x461.jpg 820w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-285x160.jpg 285w, https:\/\/cnr.ncsu.edu\/geospatial\/wp-content\/uploads\/sites\/22\/2022\/04\/vineyard_SLF-1500x844-v2-570x321.jpg 570w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/>\n        <\/div>\n      <\/div>\n    \n    <div class=\"content-card__text-container\">\n              <p class=\"content-card__meta\">\n                      <span class=\"content-card__date\">April 20, 2022<\/span>\n                            <\/p>\n      \n                        <h3 class=\"content-card__headline\">New USDA-Funded Research Will Leverage Big Data and Machine Learning to Forecast Spread of Agricultural Pests<\/h3>\n              \n\n              \n\t      \t        <p class=\"content-card__teaser\"><span class=\"text\">New research led by Center director Ross Meentemeyer and research scholar Chris Jones will address data gaps that have previously hindered the accuracy of, and rapid updates to, pest spread forecasts.<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-light\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-light\">\n\t\t<\/svg><\/span><\/p>\n\t      \t    \n          <\/div>\n\n  <\/a>\n\n              <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Learn more about the interdisciplinary researchers forecasting landscape and environmental change: Join our user\/developer communities All of the landscape forecasting models at the Center for Geospatial Analytics are open source&hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":11632,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"source":"","ncst_custom_author":"","ncst_show_custom_author":false,"ncst_dynamicHeaderBlockName":"ncst\/default-header","ncst_dynamicHeaderData":"{\"pageIntro\":\"At the Center for Geospatial Analytics, we develop dynamic spatial-temporal models to simulate patterns of landscape and environmental change and help decision-makers explore what may happen in the future under different scenarios. We cultivate an open source community of users and developers who advance these models and find new applications.\"}","ncst_content_audit_freq":"","ncst_content_audit_date":"","ncst_content_audit_display":false,"ncst_backToTopFlag":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-9490","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/pages\/9490","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/comments?post=9490"}],"version-history":[{"count":15,"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/pages\/9490\/revisions"}],"predecessor-version":[{"id":23449,"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/pages\/9490\/revisions\/23449"}],"up":[{"embeddable":true,"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/pages\/11632"}],"wp:attachment":[{"href":"https:\/\/cnr.ncsu.edu\/geospatial\/wp-json\/wp\/v2\/media?parent=9490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}