{"id":1237,"date":"2023-01-05T09:17:35","date_gmt":"2023-01-05T08:17:35","guid":{"rendered":"https:\/\/au.feri.um.si\/losdv\/?page_id=1237"},"modified":"2023-02-15T14:45:14","modified_gmt":"2023-02-15T13:45:14","slug":"analiza_tal","status":"publish","type":"page","link":"https:\/\/au.feri.um.si\/losdv\/en\/analiza_tal\/","title":{"rendered":"Soil analysis with georadar"},"content":{"rendered":"<p>Using SAR and GPR sensors, we can estimate the soil moisture below the Earth's surface. Figure 1 shows an optical and SAR image and a radargram captured by GPR. By fusing the data, we were able to estimate the soil moisture below the surface.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1003\" height=\"643\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/02\/image-6.png\" alt=\"\" class=\"wp-image-1580\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/02\/image-6.png 1003w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/02\/image-6-300x192.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/02\/image-6-768x492.png 768w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/02\/image-6-18x12.png 18w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/02\/image-6-360x231.png 360w\" sizes=\"(max-width: 1003px) 100vw, 1003px\" \/><figcaption>Figure 1. Fusion of SAR and GPR data.<\/figcaption><\/figure>\n\n\n\n<p>GPR data can be acquired using a ground penetrating radar that can operate at different frequencies: 50MHz, 250Mhz and 500 MHz. The two ground penetrating radars are shown in Figure 2.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-1024x768.jpg\" alt=\"\" class=\"wp-image-1436\" width=\"349\" height=\"262\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-1024x768.jpg 1024w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-300x225.jpg 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-768x576.jpg 768w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-1536x1152.jpg 1536w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-2048x1536.jpg 2048w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-16x12.jpg 16w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/IMG_20220330_133600-360x270.jpg 360w\" sizes=\"(max-width: 349px) 100vw, 349px\" \/><figcaption>Figure 2. 50MHz antenna and GPR with 250MHz antenna<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-24.png\" alt=\"\" class=\"wp-image-1362\" width=\"342\" height=\"455\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-24.png 425w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-24-225x300.png 225w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-24-9x12.png 9w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-24-203x270.png 203w\" sizes=\"(max-width: 342px) 100vw, 342px\" \/><figcaption>Figure 3. ProEx GPR with 50MHz antenna<\/figcaption><\/figure>\n\n\n\n<p>We conducted an experiment to estimate the moisture content between boreholes spaced 100 m apart, as shown in Figure 4. For this purpose, we built our own ground penetrating radar based on a Marx generator and used a neural network to estimate the soil moisture content. The time courses of the signals obtained from the ground penetrating radar, which we used to estimate the soil moisture content between the boreholes, are shown in Figure 5.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-26-1024x484.png\" alt=\"\" class=\"wp-image-1365\" width=\"847\" height=\"400\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-26-1024x484.png 1024w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-26-300x142.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-26-768x363.png 768w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-26-18x9.png 18w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-26-360x170.png 360w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-26.png 1264w\" sizes=\"(max-width: 847px) 100vw, 847px\" \/><figcaption>Figure 4. Illustration of the layout of wells and antennas<\/figcaption><\/figure><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-full\"><img loading=\"lazy\" width=\"747\" height=\"391\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-27.png\" alt=\"\" class=\"wp-image-1366\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-27.png 747w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-27-300x157.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-27-18x9.png 18w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-27-360x188.png 360w\" sizes=\"(max-width: 747px) 100vw, 747px\" \/><figcaption>Figure 5. Display of time responses of GPR<\/figcaption><\/figure><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>S pomo\u010djo senzorjev SAR in georadarja ali ang. Ground penetrating Radar oz. GPR lahko ocenimo vla\u017enost tal pod povr\u0161jem Zemlje. Slika 1 prikazuje opti\u010dno in SAR sliko ter radargram zajet z georadarjem. S fuzijo podatkov smo lahko ocenili vla\u017enost tal <a href=\"https:\/\/au.feri.um.si\/losdv\/en\/analiza_tal\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages\/1237"}],"collection":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/comments?post=1237"}],"version-history":[{"count":16,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages\/1237\/revisions"}],"predecessor-version":[{"id":1582,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages\/1237\/revisions\/1582"}],"wp:attachment":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/media?parent=1237"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}