{"id":51445,"date":"2023-01-26T14:14:36","date_gmt":"2023-01-26T14:14:36","guid":{"rendered":"https:\/\/dev.metos.global\/?p=51445"},"modified":"2023-06-21T08:02:36","modified_gmt":"2023-06-21T08:02:36","slug":"farm-weather-talk-004-soil-moisture-the-crops-gas-tank","status":"publish","type":"post","link":"https:\/\/metos.global\/hu\/farm-weather-talk-004-soil-moisture-the-crops-gas-tank\/","title":{"rendered":"Farm Weather Talk #004 - A talajnedvess\u00e9g, a n\u00f6v\u00e9nyek g\u00e1ztart\u00e1lya"},"content":{"rendered":"
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Vizsg\u00e1lja meg, hogyan haszn\u00e1lhat\u00f3 egy id\u0151j\u00e1r\u00e1s-\u00e1llom\u00e1s vagy egy talajszond\u00e1val ell\u00e1tott IoT-eszk\u00f6z egy val\u00f3s mez\u0151gazdas\u00e1gi p\u00e9ld\u00e1ban (talajnedvess\u00e9g) a hozam maximaliz\u00e1l\u00e1sa \u00e9rdek\u00e9ben.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Talajnedvess\u00e9g - a n\u00f6v\u00e9nyek g\u00e1ztart\u00e1lya<\/h2>

A\u00a0a Farm Weather Talk harmadik r\u00e9sze<\/a><\/span>, megvitattuk a hozamel\u0151rejelz\u00e9s el\u0151nyeit, \u00e9s\u00a0m\u0171holdfelv\u00e9telek<\/a><\/span>\u00a0\u00e9s mi\u00e9rt elengedhetetlenek a t\u00e1panyag-gazd\u00e1lkod\u00e1shoz. Ebben a r\u00e9szletben azt fogjuk megvizsg\u00e1lni, hogy hogyan lehet egy\u00a0id\u0151j\u00e1r\u00e1s-\u00e1llom\u00e1s vagy IoT-eszk\u00f6z<\/a><\/span> talajszond\u00e1val a talajnedvess\u00e9g val\u00f3s mez\u0151gazdas\u00e1gi p\u00e9ld\u00e1j\u00e1n haszn\u00e1lhat\u00f3 a hozam maximaliz\u00e1l\u00e1sa \u00e9rdek\u00e9ben.<\/p>

\"Talajnedvess\u00e9g_bor\u00edt\u00e1s\"<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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H\u00e1tt\u00e9r<\/h3>

Ahogy az \u00e9szaki f\u00e9lteke sz\u00e1mos \u00e9szaki r\u00e9sz\u00e9n bek\u00f6sz\u00f6nt a t\u00e9li szezon, a j\u00f6v\u0151 \u00e9vi term\u00e9s megtervez\u00e9s\u00e9nek gondolatai m\u00e1r nem \u00e1llnak messze. Amint azt m\u00e1r megbesz\u00e9lt\u00fck, nagyon fontos tudni, hogy mennyi talajnedvess\u00e9g van a profilban, mivel ez hat\u00e1rozza meg, hogy mennyi \"benzin van a tankban\", m\u00e1s sz\u00f3val, hogy mennyi talajnedvess\u00e9g \u00e1ll rendelkez\u00e9sre a k\u00f6vetkez\u0151 tavaszi term\u00e9sfejl\u0151d\u00e9shez. Ha tudja, hogy csak 125 mm (5 h\u00fcvelyk) t\u00e1rolt v\u00edzzel rendelkezik, m\u00edg egy m\u00e1sik talajprofilban 225 mm (9 h\u00fcvelyk) t\u00e1rolt v\u00edzzel, akkor a t\u00e1panyagokkal \u00e9s a n\u00f6v\u00e9nyzettel m\u00e1sk\u00e9pp fog gazd\u00e1lkodni. A felsz\u00edn alatti nedvess\u00e9gen k\u00edv\u00fcl a t\u00f6bb mint\u00a0t\u00e9li h\u00f3takar\u00f3<\/a><\/span>\u00a0biztos\u00edthatja a mag\u00e1gy sz\u00e1m\u00e1ra a sz\u00fcks\u00e9ges nedvess\u00e9get, \u00e9s ez\u00e1ltal a cs\u00edr\u00e1z\u00e1st.<\/p>

Ez\u00e9rt nagyon fontos, hogy a term\u00e9s betakar\u00edt\u00e1sa ut\u00e1n \u0151szi es\u0151k vagy nedves h\u00f3 essen, mivel ez a talaj felt\u00f6lt\u0151d\u00e9s\u00e9nek id\u0151szaka (a k\u00f6vetkez\u0151 \u00e9vre val\u00f3 tankol\u00e1s). Ha \u0151sszel \"alacsony g\u00e1ztart\u00e1llyal\" indulunk, akkor a k\u00f6vetkez\u0151 \u00e9vben nagyobb a kock\u00e1zata a kisebb term\u00e9shozamnak. Meg kell jegyezni, hogy a h\u00f3takar\u00f3 sok helyen nem sokat ad hozz\u00e1 a talaj felsz\u00edn alatti nedvess\u00e9gszintj\u00e9nek t\u00e1rol\u00e1s\u00e1hoz, de seg\u00edt a mag\u00e1gyszintek \u00e9s az \u00e1s\u00e1sok szintj\u00e9n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Hogyan \u00e1llap\u00edthatja meg, hogy mennyi talajnedvess\u00e9g t\u00e1rol\u00f3dik a k\u00fcl\u00f6nb\u00f6z\u0151 f\u00f6ldeken?<\/h3>

A sz\u00e1nt\u00f3f\u00f6ldek felsz\u00edn\u00e9t megn\u00e9zve nem igaz\u00e1n van fogalmad r\u00f3la, csak a f\u00f6ldet rugdosva tal\u00e1lgathatsz. Vagy talajmagot kell vennie, \u00e9s a k\u00e9zzel t\u00f6rt\u00e9n\u0151 nyomkod\u00e1s m\u00f3dszer\u00e9t kell alkalmaznia, vagy egy\u00a0talajszonda<\/a><\/span>\u00a0annak meghat\u00e1roz\u00e1s\u00e1hoz, hogy mennyi t\u00e1rol\u00f3dik a profilban.<\/p>

\"FWT4_1\"<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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A talajszond\u00e1k k\u00f6z\u00f6s t\u00edpusai<\/h3>

A oldalon.\u00a0talajszond\u00e1k<\/a><\/span>\u00a0van egy p\u00e1r j\u00f3 lehet\u0151s\u00e9g, amely csatlakoztathat\u00f3 egy\u00a0helysz\u00edni IoT-eszk\u00f6z<\/a><\/span>. Az els\u0151 a Sentek Drill & Drop Triscan szonda, a m\u00e1sodik pedig az Aquacheck szonda.<\/p>

\"Talajnedvess\u00e9g-\u00e9rz\u00e9kel\u0151k\"<\/p>

A Sentek Drill & Drop szonda, amely valamivel fejlettebb, mint az es\u0151m\u00e9r\u0151 \u00e9s a bakancspr\u00f3ba, kapacit\u00e1sra \u00e9p\u00fcl\u0151 technol\u00f3gi\u00e1t haszn\u00e1l a talajnedvess\u00e9g, a h\u0151m\u00e9rs\u00e9klet \u00e9s a t\u00e9rfogati iontartalom (VIC) vagy a s\u00f3k t\u00e9rfogati m\u00e9r\u00e9s\u00e9re a talajprofil ment\u00e9n t\u00f6bb m\u00e9lys\u00e9gben. A szonda 10 cm-es, 30 cm-es, 60 cm-es, 90 cm-es \u00e9s 120 cm-es hossz\u00fas\u00e1gban kaphat\u00f3, minden 10 cm-es l\u00e9p\u00e9sben r\u00f6gz\u00edtett \u00e9rz\u00e9kel\u0151kkel. Az Aquacheck szonda ugyanezt a technol\u00f3gi\u00e1t haszn\u00e1lja, de csak a talajnedvess\u00e9g \u00e9s a talajh\u0151m\u00e9rs\u00e9klet m\u00e9r\u00e9s\u00e9t biztos\u00edtja.<\/p>

Nyilv\u00e1nval\u00f3, hogy a talajszonda sokkal pontosabb leolvas\u00e1st biztos\u00edt a teljes talajprofil nedvess\u00e9gtartalm\u00e1r\u00f3l, mint a hagyom\u00e1nyos m\u00f3dszerek. Ezen inform\u00e1ci\u00f3k birtok\u00e1ban megalapozott d\u00f6nt\u00e9seket hozhat a n\u00f6v\u00e9nytermeszt\u00e9si inputokr\u00f3l az eg\u00e9sz szezonban, valamint a vet\u00e9si \u00e9s tr\u00e1gy\u00e1z\u00e1si szakaszok kritikus id\u0151szakaiban, tov\u00e1bb\u00e1 a talaj s\u00f3tartalm\u00e1nak \u00e9s h\u0151m\u00e9rs\u00e9klet\u00e9nek ismerete seg\u00edt az egy\u00e9b agron\u00f3miai d\u00f6nt\u00e9sek meghozatal\u00e1ban.<\/p>

Az al\u00e1bbi \u00e1br\u00e1n, amely egy Sentek 90 cm-es Triscan szond\u00e1t haszn\u00e1l, j\u00f3l l\u00e1that\u00f3, hogy az es\u0151 mikor sziv\u00e1rog be az egyes talajr\u00e9tegekbe a sek\u00e9lyt\u0151l a m\u00e9lyebbig, mennyivel n\u0151ttek az egyes r\u00e9tegek, \u00e9s az es\u0151 kezdet\u00e9t\u0151l sz\u00e1m\u00edtva mennyi id\u0151 alatt \u00e9rte el az egyes r\u00e9tegeket. Azt is \"l\u00e1thatja\", hogy a gy\u00f6kerek honnan veszik el a talajnedvess\u00e9get, amit l\u00e9pcs\u0151z\u00e9snek vagy nappali\/\u00e9jszakai evapotranspir\u00e1ci\u00f3nak nevez\u00fcnk, \u00e9s hogy a gy\u00f6kerek id\u0151vel hogyan n\u00f6vekednek, hogy el\u00e9rj\u00e9k a m\u00e9lyebb talajnedvess\u00e9get.<\/p>

\"A<\/p>

Ha a talajszonda csatlakoztat\u00e1s\u00e1hoz egy terepi id\u0151j\u00e1r\u00e1s-\u00e1llom\u00e1st haszn\u00e1l, akkor a\u00a0IoT eszk\u00f6z<\/a><\/span>\u00a0sz\u00e1mos ter\u00fcletspecifikus alkalmaz\u00e1shoz haszn\u00e1lhat\u00f3. Ez egy holisztikus megk\u00f6zel\u00edt\u00e9s: a csapad\u00e9k, a relat\u00edv p\u00e1ratartalom, a lev\u00e9lnedvess\u00e9g, a sz\u00e9lsebess\u00e9g\/ir\u00e1ny, a permetez\u00e9si k\u00f6r\u00fclm\u00e9nyek, a mez\u0151szint \u00e9s a talajszint val\u00f3s idej\u0171 megfigyel\u00e9se.\u00a0id\u0151j\u00e1r\u00e1s-el\u0151rejelz\u00e9sek<\/a><\/span>, riaszt\u00e1s,\u00a0betegs\u00e9gmodellek<\/a><\/span>,\u00a0hozamel\u0151rejelz\u00e9s<\/a><\/span>\u00a0\u00e9s a lista tov\u00e1bb b\u0151v\u00fcl. A sok \u00faj adatfelhaszn\u00e1l\u00e1si term\u00e9k megjelen\u00e9s\u00e9vel a termel\u0151k sz\u00e1mos olyan megold\u00e1shoz f\u00e9rhetnek hozz\u00e1, amelyek kor\u00e1bban egyszer\u0171en nem l\u00e9teztek.<\/p>

Ahogy egyre t\u00f6bb adatot gy\u0171jtenek a gazdas\u00e1gokr\u00f3l, az inform\u00e1ci\u00f3kat nyeres\u00e9gg\u00e9 vagy magasabb megt\u00e9r\u00fcl\u00e9ss\u00e9 kell alak\u00edtani, \u00e9s ezt az egyes ter\u00fcletekre vonatkoz\u00f3, k\u00f6nnyen haszn\u00e1lhat\u00f3, fejlett d\u00f6nt\u00e9st\u00e1mogat\u00f3 megold\u00e1sokkal lehet el\u00e9rni, mint p\u00e9ld\u00e1ul a hozamel\u0151rejelz\u00e9s, amelyet a k\u00f6vetkez\u0151kben t\u00e1rgyaltunk.\u00a0Farm Weather Talk #003<\/a><\/span>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Egy termel\u0151 hangja<\/h3>

Egy t\u00f6bb mint 20 000 hekt\u00e1ros saskatchewani gabonafarm p\u00e9ld\u00e1ja annak a gazdas\u00e1gnak, amely a talajszond\u00e1s (nedvess\u00e9g) adatokat k\u00f6zvetlen\u00fcl magasabb megt\u00e9r\u00fcl\u00e9ss\u00e9 alak\u00edtja.<\/p>

Ez a gazdas\u00e1g talajszond\u00e1kat haszn\u00e1l, hogy meg\u00e9rtse, mennyi talajnedvess\u00e9ggel rendelkezik b\u00e1rmely ponton. Az egyik p\u00e9ld\u00e1ban a gazdas\u00e1gban a szok\u00e1sosn\u00e1l sokkal kevesebb csapad\u00e9k hullott, \u00e9s a k\u00f6r\u00fcl\u00f6tt\u00fck l\u00e9v\u0151 \u00f6sszes gazdas\u00e1g l\u00e9nyeg\u00e9ben lemondott a term\u00e9shozam n\u00f6vel\u00e9s\u00e9r\u0151l a sz\u00e1razs\u00e1g miatt. A hossz\u00fa t\u00e1v\u00fa \u00e1tlag alapj\u00e1n azonban a k\u00f6vetkez\u0151 h\u00f3nap es\u0151z\u00e9s\u00e9nek val\u00f3sz\u00edn\u0171s\u00e9ge j\u00f3 volt, \u00e9s a talajnedvess\u00e9g-szonda azt mutatta, hogy a talajban m\u00e9g mindig sok v\u00edz van a magasabb term\u00e9shozamhoz.<\/p>

\u00c9s mit tettek?<\/strong>\u00a0Kimentek, \u00e9s a gazdas\u00e1gban t\u00f6bb kil\u00f3 nitrog\u00e9nt juttattak a talajba. Ezt egy nagyon sz\u00e1raz id\u0151szakban tenni, sokak szem\u00f6ld\u00f6k\u00e9t felvonja.<\/p>

Betakar\u00edt\u00e1skor az ellen\u0151rz\u0151 s\u00e1vok hekt\u00e1ronk\u00e9nt t\u00f6bb bushelrel kevesebbet termeltek, mint a sz\u00e1nt\u00f3f\u00f6ld t\u00f6bbi r\u00e9sze, \u00e9s a tov\u00e1bbi N-mennyis\u00e9ggel a feh\u00e9rjeszint is n\u0151tt, ami\u00e9rt pr\u00e9miumot kaptak.<\/p>

Ebben az esetben csak a feh\u00e9rje alapj\u00e1n $1,25 bushelrel t\u00f6bbet kaptak, plusz a term\u00e9sn\u00f6veked\u00e9s miatt hekt\u00e1ronk\u00e9nt 11 bushellel t\u00f6bbet \u00e9rtek el. Az inputk\u00f6lts\u00e9gek tekintet\u00e9ben: $15 a N \u00e9s $6 a kijuttat\u00e1si d\u00edj - $21 hekt\u00e1ronk\u00e9nt -, de a nett\u00f3 hozam $162 hekt\u00e1ronk\u00e9nt t\u00f6bb volt. A\u00a0h\u00e9t az egyhez megt\u00e9r\u00fcl\u00e9s<\/strong>\u00a0a sz\u00e1nt\u00f3f\u00f6ldi talajnedvess\u00e9g IoT-megold\u00e1s miatt.<\/p>

Ez a fajta menedzsment nagyon j\u00f3l illeszkedik a 4 r-hez.\u00a0t\u00e1panyag-gazd\u00e1lkod\u00e1s<\/a><\/span>\u00a0\u00e9s ebben az esetben a megfelel\u0151 ar\u00e1ny \u00e9s a megfelel\u0151 id\u0151pont, amelyek minimaliz\u00e1lj\u00e1k a kimos\u00f3d\u00e1s, a lefoly\u00e1s vagy a l\u00e9gk\u00f6ri vesztes\u00e9gek okozta vesztes\u00e9geket.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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A szerz\u0151r\u0151l:<\/em>
Guy Ash az elm\u00falt 30 \u00e9vben agr\u00e1rmeteorol\u00f3gusk\u00e9nt \u00e9s f\u00f6ldmegfigyel\u00e9si tudom\u00e1nyos szakemberk\u00e9nt dolgozott. Jelenleg az ausztriai Pessl Instruments glob\u00e1lis k\u00e9pz\u00e9si \u00e9s nagyv\u00e1llalati menedzsere Kanad\u00e1ban. A Pessl Instrument egy IoT-v\u00e1llalat, amely hardver (loggerek \u00e9s \u00e9rz\u00e9kel\u0151k) \u00e9s szoftvermegold\u00e1sokat gy\u00e1rt, amelyek a mez\u0151gazdas\u00e1gi \u00e1gazatra \u00f6sszpontos\u00edtanak. T\u00f6bb mint 85 orsz\u00e1gban dolgozunk, \u00e9s t\u00f6bb mint 70 000 eszk\u00f6zt \u00e9s 700 000 \u00e9rz\u00e9kel\u0151t telep\u00edtett\u00fcnk a mez\u0151gazdas\u00e1gi alkalmaz\u00e1sok sz\u00e9les sk\u00e1l\u00e1j\u00e1hoz: betegs\u00e9gkezel\u00e9s, \u00f6nt\u00f6z\u00e9s, talajnedvess\u00e9g, rovarcsapd\u00e1k, term\u00e9nykamer\u00e1k, id\u0151j\u00e1r\u00e1s-\u00e1llom\u00e1sok, talajterm\u00e9kenys\u00e9g stb. Az egyik feladata, hogy glob\u00e1lis k\u00e9pz\u00e9st biztos\u00edtson a legk\u00fcl\u00f6nf\u00e9l\u00e9bb n\u00f6v\u00e9nyek - rizs, b\u00faza, sz\u00f3jabab, narancs, kukorica, repce, takarm\u00e1nyok, sz\u0151l\u0151, gy\u00fcm\u00f6lcs\u00f6k \u00e9s z\u00f6lds\u00e9gek stb. - IoT-megold\u00e1sainak sz\u00e9les list\u00e1j\u00e1hoz.<\/p>

\"Avatar-Guy\"<\/p>

Guy Ash,<\/center>
METOS\u00ae<\/sup> Glob\u00e1lis k\u00e9pz\u00e9si menedzser<\/center>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tVISSZA AZ \u00d6SSZES BLOGBEJEGYZ\u00c9SHEZ<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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>","protected":false},"excerpt":{"rendered":"

Dig into how a weather station or IoT device with a soil probe can be used in a real farming example (soil moisture) to maximize returns. Soil Moisture \u2013 the Crops Gas Tank In the\u00a0third installment of Farm Weather Talk, we discussed the benefit of yield prediction and\u00a0satellite imagery\u00a0and why they are a must for […]<\/p>\n","protected":false},"author":2,"featured_media":51450,"comment_status":"closed","ping_status":"open","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":"off","ocean_gallery_id":[],"footnotes":""},"categories":[2,154],"tags":[438,439,313,422,147,440,441,32,427,259,392,442,16,393,391,443,133,444,445,316,446,432,447,402],"class_list":["post-51445","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-alerting","tag-aquacheck-probe","tag-crop-development","tag-crop-management","tag-disease-models","tag-drill-drop-triscan-probe","tag-field-level-weather-forecasts","tag-iot-solutions","tag-iot-technology","tag-iot-weather-solutions","tag-leaf-wetness","tag-nutrient-management","tag-pessl-instruments","tag-precipitation","tag-relative-humidity","tag-satellite-imagery","tag-soil-moisture","tag-soil-moisture-levels","tag-soil-profile","tag-soil-temperature","tag-spray-conditions","tag-weather-stations","tag-wind-speed-direction","tag-yield-prediction","entry","has-media"],"yoast_head":"\nFarm Weather Talk #004 \u2013 Soil Moisture, the Crops Gas Tank - 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