{"id":59143,"date":"2024-04-02T11:11:03","date_gmt":"2024-04-02T11:11:03","guid":{"rendered":"https:\/\/metos.global\/?p=59143"},"modified":"2024-04-02T11:18:41","modified_gmt":"2024-04-02T11:18:41","slug":"in-field-fusarium-risk","status":"publish","type":"post","link":"https:\/\/metos.global\/pl\/in-field-fusarium-risk\/","title":{"rendered":"Ryzyko fuzariozy w terenie"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"59143\" class=\"elementor elementor-59143\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fd636a7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd636a7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1cd50ed\" data-id=\"1cd50ed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73da8b2 elementor-widget elementor-widget-heading\" data-id=\"73da8b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Z\u0142odziej wydajno\u015bci i jako\u015bci:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ec6ce2 elementor-widget elementor-widget-text-editor\" data-id=\"7ec6ce2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Ryzyko fuzariozy w terenie<\/b><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75f71cf elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"75f71cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0603021 elementor-widget elementor-widget-text-editor\" data-id=\"0603021\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Terminowe decyzje dotycz\u0105ce zarz\u0105dzania uprawami<\/strong> maj\u0105 kluczowe znaczenie dla skutecznego zwalczania chor\u00f3b i maksymalizacji plon\u00f3w. <strong>Dane pogodowe w terenie i modelowanie ryzyka choroby<\/strong> odgrywaj\u0105 kluczow\u0105 rol\u0119 w podejmowaniu \u015bwiadomych decyzji na poziomie terenowym. Wdra\u017canie urz\u0105dze\u0144 IoT w terenie okazuje si\u0119 by\u0107 op\u0142acalne, z <strong>zwrot z inwestycji (ROI) przekraczaj\u0105cy 10:1<\/strong> bior\u0105c pod uwag\u0119 koszty aplikacji i potencjalne straty wynikaj\u0105ce ze zmniejszonej wydajno\u015bci i jako\u015bci.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb14897 elementor-widget elementor-widget-image\" data-id=\"cb14897\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"449\" src=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/In-Field_Fusarium_Risk-EMILI-cover-photo-1024x449.png\" class=\"attachment-large size-large wp-image-59146\" alt=\"In-Field_Fusarium_Risk-EMILI-cover-photo\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/In-Field_Fusarium_Risk-EMILI-cover-photo-1024x449.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/In-Field_Fusarium_Risk-EMILI-cover-photo-300x132.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/In-Field_Fusarium_Risk-EMILI-cover-photo-768x337.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/In-Field_Fusarium_Risk-EMILI-cover-photo-1536x674.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/In-Field_Fusarium_Risk-EMILI-cover-photo-18x8.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/In-Field_Fusarium_Risk-EMILI-cover-photo.png 1620w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-778cb37 elementor-widget elementor-widget-spacer\" data-id=\"778cb37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66a4d7b elementor-widget elementor-widget-text-editor\" data-id=\"66a4d7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>T\u0141O<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-756188c elementor-widget elementor-widget-text-editor\" data-id=\"756188c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span dir=\"ltr\" role=\"presentation\">Fusarium to choroba grzybicza, kt\u00f3ra atakuje <\/span><span dir=\"ltr\" role=\"presentation\">uprawy zb\u00f3\u017c, takie jak <span style=\"text-decoration: underline;\"><a href=\"\/pl\/disease-models-wheat\/\">pszenica<\/a><\/span> i j\u0119czmie\u0144, <\/span><span dir=\"ltr\" role=\"presentation\">ale tak\u017ce wp\u0142ywa na <span style=\"text-decoration: underline;\"><a href=\"\/pl\/disease-models-corn\/\">kukurydza<\/a><\/span> i owies. G\u0142\u00f3wne <\/span><span dir=\"ltr\" role=\"presentation\">gatunki, kt\u00f3re budz\u0105 najwi\u0119ksze obawy <\/span><span dir=\"ltr\" role=\"presentation\">jest <em>Fusarium graminearum<\/em>. Gatunek ten <\/span><span dir=\"ltr\" role=\"presentation\">produkuje <strong>znacz\u0105ce szkody gospodarcze <\/strong><\/span><span dir=\"ltr\" role=\"presentation\"><strong>zar\u00f3wno ze wzgl\u0119du na spadek jako\u015bci, jak i wydajno\u015bci<\/strong>ale <\/span><span dir=\"ltr\" role=\"presentation\">z najbardziej znacz\u0105c\u0105 strat\u0105 przez <\/span><span dir=\"ltr\" role=\"presentation\">obni\u017cenie oceny. Produkuje r\u00f3wnie\u017c <\/span><span dir=\"ltr\" role=\"presentation\">toksyny, kt\u00f3re s\u0105 szkodliwe dla ludzi i <\/span><span dir=\"ltr\" role=\"presentation\">zwierz\u0119ta.<\/span><\/p><p><span dir=\"ltr\" role=\"presentation\">Liczne badania przeprowadzone na Zachodzie <\/span><span dir=\"ltr\" role=\"presentation\">Kanada udokumentowa\u0142a znacz\u0105ce <\/span><span dir=\"ltr\" role=\"presentation\">i pewne straty wydajno\u015bci na CWRS <\/span><span dir=\"ltr\" role=\"presentation\">(Canadian Western Red Spring Wheat).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a5c9df elementor-widget elementor-widget-image\" data-id=\"6a5c9df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"566\" height=\"443\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_1.png\" class=\"attachment-large size-large wp-image-59162 lazyload\" alt=\"Use_Case-In-Field_Fusarium_Risk-EMILI_1\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_1.png 566w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_1-300x235.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_1-15x12.png 15w\" data-sizes=\"(max-width: 566px) 100vw, 566px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 566px; --smush-placeholder-aspect-ratio: 566\/443;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Cykl chorobowy Fusarium head blight<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae56bc7 elementor-widget elementor-widget-spacer\" data-id=\"ae56bc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1abd70f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1abd70f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-fdab423\" data-id=\"fdab423\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-959bc5b elementor-widget elementor-widget-text-editor\" data-id=\"959bc5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><span dir=\"ltr\" role=\"presentation\">Fusarium head blight jest niezwykle niszczycielsk\u0105 chorob\u0105 pod wzgl\u0119dem jako\u015bci i plon\u00f3w, ale <\/span><span dir=\"ltr\" role=\"presentation\">bardziej na ocen\u0119.<\/span><\/strong><\/p><ul><li><span dir=\"ltr\" role=\"presentation\">Uszkodzenia spowodowane przez fuzariozy s\u0105 okre\u015blane ilo\u015bciowo na podstawie liczby ziaren uszkodzonych przez fuzariozy. <\/span><span dir=\"ltr\" role=\"presentation\">(FDK) w pr\u00f3bce mierzony jako procent masy.<\/span><\/li><li><span dir=\"ltr\" role=\"presentation\">Poziomy tolerancji dla #1 wynosz\u0105 &lt;0,25%, #2 &lt;1,0%, #3 &lt;2,0%, a dla paszy &lt;5 % FDK w pr\u00f3bce. <\/span><span dir=\"ltr\" role=\"presentation\">wagowo.<\/span><\/li><li><span dir=\"ltr\" role=\"presentation\">Udokumentowano niewielki spadek plon\u00f3w, ale g\u0142\u00f3wny wp\u0142yw ekonomiczny to <\/span><span dir=\"ltr\" role=\"presentation\">ni\u017cszy stopie\u0144.<\/span><\/li><\/ul>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c31b592\" data-id=\"c31b592\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0ab4fb4 elementor-widget elementor-widget-image\" data-id=\"0ab4fb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"785\" height=\"575\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_2.png\" class=\"attachment-large size-large wp-image-59161 lazyload\" alt=\"Use_Case-In-Field_Fusarium_Risk-EMILI_2\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_2.png 785w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_2-300x220.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_2-768x563.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_2-16x12.png 16w\" data-sizes=\"(max-width: 785px) 100vw, 785px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 785px; --smush-placeholder-aspect-ratio: 785\/575;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Potencjalny FHB w pszenicy<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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<div class=\"elementor-element elementor-element-c2700df elementor-widget elementor-widget-text-editor\" data-id=\"c2700df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span dir=\"ltr\" role=\"presentation\">Przy poziomach nasilenia choroby wahaj\u0105cych si\u0119 mi\u0119dzy 0,5%, 1,2% i 2,2%, obni\u017cenie oceny kanadyjskiego <\/span><span dir=\"ltr\" role=\"presentation\">Western Red Spring (CWRS) od #1 do #2 lub od #1 do #3 lub #1 do uprawy na 55 buszli akr\u00f3w. <\/span><span dir=\"ltr\" role=\"presentation\">zaowocowa\u0142o <strong>$12, $35 i $100 utraconego dochodu z gospodarstwa na akr<\/strong> w zachodniej Kanadzie.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-595e042 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"595e042\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d4dec4 elementor-widget elementor-widget-spacer\" data-id=\"5d4dec4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9da00b3 elementor-widget elementor-widget-text-editor\" data-id=\"9da00b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>pr\u00f3ba terenowa w EMILI<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe30107 elementor-widget elementor-widget-text-editor\" data-id=\"fe30107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Innovation Farms, obs\u0142ugiwane przez AgExpert, to farma o powierzchni 5500 akr\u00f3w rozmieszczona na komercyjnej farmie nasion (Rutherford Farms), umo\u017cliwiaj\u0105ca innowatorom testowanie, walidacj\u0119 i demonstrowanie nowych technologii i praktyk.<\/p><p>Innovation Farms zapewnia innowatorom z bran\u017cy i \u015brodowisk akademickich dost\u0119p do najnowocze\u015bniejszego sprz\u0119tu, technologii i praktyk produkcyjnych w celu opracowania realnych rozwi\u0105za\u0144 dla r\u00f3\u017cnorodnych ogranicze\u0144 agronomicznych i technologicznych oraz mo\u017cliwo\u015bci, przed kt\u00f3rymi stoj\u0105 rolnicy.<\/p><p>I<span dir=\"ltr\" role=\"presentation\">W jednej z wielu pr\u00f3b EMILI zastosowa\u0142o <strong>Mapowanie ryzyka wyst\u0105pienia zarazy Fusarium Head Blight (FHB)<\/strong> oraz <strong>field-lev<\/strong><\/span><span dir=\"ltr\" role=\"presentation\"><strong>model el<\/strong> aby zweryfikowa\u0107 zwi\u0105zek mi\u0119dzy obecnymi wzorcami pogodowymi a ryzykiem choroby w Kanadzie<\/span><span dir=\"ltr\" role=\"presentation\">i upraw zbo\u017cowych, takich jak pszenica ozima i j\u0119czmie\u0144.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f6d75d elementor-widget elementor-widget-image\" data-id=\"5f6d75d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"325\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_3-1024x325.png\" class=\"attachment-large size-large wp-image-59160 lazyload\" alt=\"Use_Case-In-Field_Fusarium_Risk-EMILI_3\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_3-1024x325.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_3-300x95.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_3-768x244.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_3-18x6.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_3.png 1485w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/325;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Model METOS\u00ae pokazuj\u0105cy r\u00f3\u017cnic\u0119 w czu\u0142o\u015bci modelu\/wynikach z dw\u00f3ch stacji oddalonych od siebie o 1 \u00bd km<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48256bf elementor-widget elementor-widget-spacer\" data-id=\"48256bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c581f7 elementor-widget elementor-widget-text-editor\" data-id=\"6c581f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span dir=\"ltr\" role=\"presentation\">Zesp\u00f3\u0142 Innovation Farms przetestowa\u0142 <span style=\"text-decoration: underline;\"><a href=\"https:\/\/shop.metos.at\/products\/disease-model-license-for-1-year\"><strong>oparty na subskrypcji <\/strong><\/a><\/span><\/span><span dir=\"ltr\" role=\"presentation\"><span style=\"text-decoration: underline;\"><strong>Model ryzyka wyst\u0105pienia choroby Fusarium<\/strong><\/span> (METOS Canada Inc.), kt\u00f3ry zosta\u0142 wygenerowany przez nas<\/span><span dir=\"ltr\" role=\"presentation\">w danych z <span style=\"text-decoration: underline;\"><a href=\"\/pl\/stations-dataloggers\/\">terenowa stacja pogodowa<\/a><\/span> w pszenicy. Te IoT <\/span><span dir=\"ltr\" role=\"presentation\">urz\u0105dzenia monitoruj\u0105ce i <span style=\"text-decoration: underline;\"><a href=\"\/pl\/sensors\/\">czujniki<\/a><\/span> pom\u00f3g\u0142 im dok\u0142adnie okre\u015bli\u0107 <\/span><span dir=\"ltr\" role=\"presentation\">jakie by\u0142y warunki specyficzne dla danego pola, kt\u00f3re z kolei <strong>ograniczone podr\u00f3\u017ce <\/strong><\/span><span dir=\"ltr\" role=\"presentation\"><strong>na pole<\/strong> i pom\u00f3g\u0142 im stworzy\u0107 <strong>terminowe decyzje zarz\u0105dcze<\/strong>.<\/span><\/p><p><span dir=\"ltr\" role=\"presentation\">Model ten opiera si\u0119 na recenzowanych badaniach i poszukuje certyfikat\u00f3w<\/span><span dir=\"ltr\" role=\"presentation\">utrzymywa\u0107 okresy temperatury, wilgotno\u015bci wzgl\u0119dnej i wilgotno\u015bci li\u015bci w celu <\/span><span dir=\"ltr\" role=\"presentation\">oceni\u0107 ryzyko FHB. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c06481 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2c06481\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bf7b8a elementor-widget elementor-widget-spacer\" data-id=\"9bf7b8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-697911b elementor-widget elementor-widget-text-editor\" data-id=\"697911b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>CZEGO SI\u0118 NAUCZYLI\u015aMY?<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e6fdcf elementor-widget elementor-widget-text-editor\" data-id=\"8e6fdcf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span dir=\"ltr\" role=\"presentation\">Gromadzenie danych pogodowych w terenie ma kluczowe znaczenie. <\/span><span dir=\"ltr\" role=\"presentation\">Bardzo wa\u017cne jest, aby mie\u0107 <span style=\"text-decoration: underline;\"><strong><a href=\"\/pl\/weather-monitoring\/\">zlokalizowany <\/a><\/strong><\/span><\/span><span dir=\"ltr\" role=\"presentation\"><span style=\"text-decoration: underline;\"><strong>dane pogodowe<\/strong><\/span> do zastosowa\u0144 w modelach chor\u00f3b. Parametry u\u017cywane w <span style=\"text-decoration: underline;\"><strong><a href=\"\/pl\/disease-models\/\">model choroby<\/a><\/strong><\/span> mo\u017ce si\u0119 r\u00f3\u017cni\u0107 <\/span><span dir=\"ltr\" role=\"presentation\">na kr\u00f3tkich dystansach - zw\u0142aszcza opady i wilgotno\u015b\u0107 li\u015bci. Poprzednie badania wykaza\u0142y <\/span><span dir=\"ltr\" role=\"presentation\">\u017ce dane pogodowe, kt\u00f3re s\u0105 oddalone o 10 km, nie s\u0105 wa\u017cne dla przewidywania chor\u00f3b na poziomie pola.<\/span><\/p><p><span dir=\"ltr\" role=\"presentation\">Poziom presji infekcyjnej w % zale\u017cy od intensywno\u015bci czynnik\u00f3w \u015brodowiskowych w ci\u0105gu roku. <\/span><span dir=\"ltr\" role=\"presentation\">mierzony czas. Zdarzenie infekcji (infekcja przez zarodniki) wyst\u0119puje zawsze, gdy linia infekcji <\/span><span dir=\"ltr\" role=\"presentation\">osi\u0105ga 100% i powoduje wysokie ryzyko, je\u015bli jest zsynchronizowany z odpowiednim etapem uprawy: w pobli\u017cu antyezy. <\/span><span dir=\"ltr\" role=\"presentation\">Je\u015bli te dwa kryteria (infekcja 100%\/wysokie ryzyko i synchronizacja z blisk\u0105 antygenez\u0105) zosta\u0142y spe\u0142nione. <\/span><span dir=\"ltr\" role=\"presentation\">s\u0105 spe\u0142nione, w\u00f3wczas warunki do infekcji grzybiczej w najbli\u017cszej przysz\u0142o\u015bci s\u0105 bardzo korzystne i fungicyd <\/span><span dir=\"ltr\" role=\"presentation\">wniosek mo\u017ce by\u0107 uzasadniony.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fd9566 elementor-widget elementor-widget-image\" data-id=\"2fd9566\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1007\" height=\"473\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_4.png\" class=\"attachment-large size-large wp-image-59159 lazyload\" alt=\"Use_Case-In-Field_Fusarium_Risk-EMILI_4\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_4.png 1007w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_4-300x141.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_4-768x361.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2024\/04\/Use_Case-In-Field_Fusarium_Risk-EMILI_4-18x8.png 18w\" data-sizes=\"(max-width: 1007px) 100vw, 1007px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1007px; --smush-placeholder-aspect-ratio: 1007\/473;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Wyniki modelu FHB na poziomie pola dla 2023 r. w Innovations Farms<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09e7d59 elementor-widget elementor-widget-spacer\" data-id=\"09e7d59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80c59d0 elementor-widget elementor-widget-text-editor\" data-id=\"80c59d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Podsumowuj\u0105c <strong><span dir=\"ltr\" role=\"presentation\">Model ryzyka FHB dok\u0142adnie przewidzia\u0142 warunki na polu pod k\u0105tem infekcji FHB. <\/span><\/strong><span dir=\"ltr\" role=\"presentation\"><strong>(100%)<\/strong> 29 czerwca w Innovation Farms, a ryzyko wzros\u0142o w tym okresie do 100%. <\/span><\/p><p><strong>Jakie s\u0105 wi\u0119c rzeczywiste wyniki?<\/strong><\/p><p>Przeczytaj je w nowej broszurze <em><strong>poni\u017cej<\/strong><\/em>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eaeec81 elementor-widget elementor-widget-spacer\" data-id=\"eaeec81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-23b457b elementor-section-content-top elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23b457b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1b7c240\" data-id=\"1b7c240\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a7f9cd3 elementor-widget elementor-widget-heading\" data-id=\"a7f9cd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Chcesz dowiedzie\u0107 si\u0119 wi\u0119cej?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c711def elementor-widget elementor-widget-text-editor\" data-id=\"c711def\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pobierz<strong> Ryzyko fuzariozy w terenie <\/strong>broszura.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c8fb03 elementor-widget elementor-widget-image\" data-id=\"7c8fb03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/elementor\/thumbs\/In-Field_Fusarium_Risk-EMILI-mockup-qm3ytwbd2gkc81wlzt0wrsmhfg22mvpkmkf57lggi0.png\" title=\"In-Field_Fusarium_Risk-EMILI-mockup\" alt=\"In-Field_Fusarium_Risk-EMILI-mockup\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c1b138f\" data-id=\"c1b138f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5e90b1c eael-contact-form-7-button-align-left eael-contact-form-7-button-custom elementor-widget elementor-widget-eael-contact-form-7\" data-id=\"5e90b1c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-contact-form-7.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"eael-contact-form-7-wrapper\">\n                <div class=\"eael-contact-form eael-contact-form-7 eael-contact-form-5e90b1c eael-contact-form-align-default\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f59166-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"59166\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/pl\/wp-json\/wp\/v2\/posts\/59143#wpcf7-f59166-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Formularz kontaktowy\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/pl\/wp-json\/wp\/v2\/posts\/59143#wpcf7-f59166-o1\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"59166\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f59166-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Nazwa (wymagana)\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Email (wymagane)\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"text-180\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"Kraj (wymagane)\" value=\"\" type=\"text\" name=\"text-180\" \/><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"AllowGDPR\"><span class=\"wpcf7-form-control wpcf7-checkbox wpcf7-validates-as-required\"><span class=\"wpcf7-list-item first last\"><input type=\"checkbox\" name=\"AllowGDPR[]\" value=\"By submitting your email you agree that Pessl Instruments may send you promotional e-mail messages with updates, news, latest blog posts, event invitations and other similar messages. 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In-field weather data and disease risk modeling play pivotal roles in making informed decisions at the field level. Implementing in-field IoT devices proves to be cost-effective, with a return on investment (ROI) exceeding 10:1 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":59145,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[2,154],"tags":[653,562,422,621,449,648,451,649,651,650,647,652,198,456,654,299],"class_list":["post-59143","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-agexpert","tag-agricultural-iot","tag-crop-management","tag-disease-modelling","tag-disease-risk","tag-fungal-disease","tag-fusarium","tag-fusarium-graminearum","tag-fusarium-head-blight","tag-grade-loss","tag-in-field-weather-data","tag-innovation-farms","tag-metos-by-pessl-instruments","tag-metosbypessl","tag-rutherford-farms","tag-yield-loss","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - 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