{"id":1329,"date":"2023-01-18T14:42:24","date_gmt":"2023-01-18T13:42:24","guid":{"rendered":"https:\/\/www.lesprojekt.cz\/?p=1329"},"modified":"2023-02-01T10:51:57","modified_gmt":"2023-02-01T09:51:57","slug":"tyden-velkych-a-otevrenych-dat-a-digitalnich-inovacnich-hubu","status":"publish","type":"post","link":"https:\/\/www.lesprojekt.cz\/?p=1329","title":{"rendered":"T\u00fdden Velk\u00fdch a otev\u0159en\u00fdch dat a Digit\u00e1ln\u00edch Inova\u010dn\u00edch Hub\u016f<\/a>"},"content":{"rendered":"\n

V\u00e1\u017een\u00ed kolegov\u00e9, p\u0159\u00e1tel\u00e9 a obchodn\u00ed partne\u0159i,<\/strong><\/p>\n\n\n\n

s velk\u00fdm pot\u011b\u0161en\u00edm si V\u00e1s dovolujeme pozvat na obnovenou akci \u201cT\u00fdden Velk\u00fdch a otev\u0159en\u00fdch dat a Digit\u00e1ln\u00edch Inova\u010dn\u00edch Hub\u016f\u201d<\/strong>. Jsme \u0161\u0165astn\u00ed, \u017ee se s V\u00e1mi po t\u0159\u00edlet\u00e9 pauze zp\u016fsoben\u00e9 Covidem-19 m\u016f\u017eeme op\u011bt osobn\u011b setkat. V tomto slo\u017eit\u00e9m obdob\u00ed jsme se s V\u00e1mi sna\u017eili komunikovat alespo\u0148 virtu\u00e1ln\u011b prost\u0159ednictv\u00edm on-line webin\u00e1\u0159\u016f a hackathon\u016f. V\u0161ichni jsme ale c\u00edtili, \u017ee bez osobn\u00edch kontakt\u016f to nen\u00ed \u00fapln\u011b ono, a proto nyn\u00ed op\u011bt navazujeme na na\u0161i dlouholetou tradici. P\u0159ipravili jsme pro V\u00e1s intenzivn\u00ed t\u0159\u00eddenn\u00ed program a z\u00e1rove\u0148 se vrac\u00edme na m\u00edsto, kde na\u0161e akce p\u0159ed mnoha lety za\u010d\u00ednala \u2013 do samotn\u00e9ho srdce Prahy, na Novotn\u00e9ho l\u00e1vku 200\/5, 110 00 Star\u00e9 M\u011bsto<\/strong><\/a>. Do po\u0159\u00e1d\u00e1n\u00ed akce se vedle sdru\u017een\u00ed Plan4all z.s. zapojily i dal\u0161\u00ed organizace, a to \u010cesk\u00e1 technologick\u00e1 platforma pro zem\u011bd\u011blstv\u00ed, sdru\u017een\u00ed CzechInno, z.s.p.o., spole\u010dnosti WirelessInfo, \u010cesk\u00e9 centrum pro v\u011bdu a spole\u010dnost (CCSS), Lesprojekt \u2013 slu\u017eby s.r.o. a Help Service \u2013 Remote Sensing (HSRS). Na akci budou prezentov\u00e1ny v\u00fdsledky projekt\u016f STARGATE, SIEUSOIL, SmartAgriHubs, AgriHub CZ&SK a DEMETER. Setk\u00e1n\u00ed nav\u00edc pom\u016f\u017ee vybudovat komunity kolem nov\u011b startuj\u00edc\u00edch projekt\u016f (PrepSoil, Data4Food2030, THEROS, DALIA, SAGRE, trans4num) a z\u00edskat informace o pot\u0159eb\u00e1ch a po\u017eadavc\u00edch u\u017eivatel\u016f.<\/p>\n\n\n\n

Prvn\u00ed den V\u00e1s \u010dek\u00e1 tradi\u010dn\u00ed konference a n\u00e1sleduj\u00edc\u00ed dva dny budou v\u011bnov\u00e1ny form\u00e1tu, kter\u00fd jsme nazvali \u201cd\u00edlny\u201d. Nejedn\u00e1 se tentokr\u00e1t o klasick\u00e9 workshopy, kdy n\u011bkdo p\u0159edn\u00e1\u0161\u00ed a ostatn\u00ed pouze poslouchaj\u00ed, ale jde o kombinaci workshopu, tr\u00e9ninku, hackathonu a ideathlonu. C\u00edlem bude si aktivn\u011b v praxi ov\u011b\u0159it pou\u017eitelnost existuj\u00edc\u00edch technologi\u00ed pro Va\u0161e pot\u0159eby, p\u0159isp\u011bt k jejich vylep\u0161en\u00ed, hledat cesty, jak tyto technologie integrovat do Va\u0161ich \u0159e\u0161en\u00ed, nebo jak vyhovuj\u00ed Va\u0161\u00ed farm\u011b. Ka\u017ed\u00e1 tato d\u00edlna bude podpo\u0159ena n\u011bkolika \u0161koliteli\/mentory, kte\u0159\u00ed s V\u00e1mi budou prakticky spolupracovat a hledat pro V\u00e1s optim\u00e1ln\u00ed \u0159e\u0161en\u00ed. Jeliko\u017e se v\u017edy jedn\u00e1 o cloudov\u00e1 \u0159e\u0161en\u00ed, bude V\u00e1m sta\u010dit notebook a eventu\u00e1ln\u011b vyu\u017eijete i svoje data. Pro pot\u0159ebu v\u011bt\u0161iny aplikac\u00ed v\u0161ak budou k dispozici data prost\u0159ednictv\u00edm Lesprojekt cloudu a Agrihubu CZ (pop\u0159. SK).<\/p>\n\n\n\n

Program bude koncentrov\u00e1n do t\u0159\u00ed dn\u016f n\u00e1sledovn\u011b:<\/p>\n\n\n\n

31.1.
\u00fater\u00fd<\/td>		10:00 \u2013 17:00<\/td>Konference Digit\u00e1ln\u00ed Inova\u010dn\u00ed Huby, v\u00fdzkum a inovace pro rozvoj na\u0161ich nejen venkovsk\u00fdch region\u016f.<\/td>M\u00edstnost 319<\/strong><\/td><\/tr>
1.2.
st\u0159eda<\/td>		10:00 \u2013 17:00<\/td>Sekce 1 (Hub4Everybody, MapWhiteboard)<\/td>M\u00edstnost 318<\/strong><\/td><\/tr>
<\/td>13:00 \u2013 17:00<\/td>Sekce 2 (Klimatick\u00fd atlas, SensLog, N\u00e1stroje um\u011bl\u00e9 inteligence)<\/td>M\u00edstnost 315<\/strong><\/td><\/tr>
2.2.
\u010dtvrtek<\/td>		10:00 \u2013 14:00 <\/td>Sekce 1 (Lesprojekt cloud a \u00falo\u017ei\u0161t\u011b satelitn\u00edch dat, FarmInsight a FieldCalc)<\/td>M\u00edstnost 318<\/strong><\/td><\/tr>
<\/td>14:00 \u2013 17:00<\/td>Sekce 2 (Diskuze o \u0159e\u0161en\u00ed probl\u00e9m\u016f se zem\u011bd\u011blskou a lesn\u00ed p\u016fdou \u2013 projekt PREPSOIL)<\/td>M\u00edstnost 318<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Na v\u0161echny dny je registrace ZDARMA a\u017e do napln\u011bn\u00ed kapacity s\u00e1l\u016f, ob\u010derstven\u00ed je zaji\u0161t\u011bno. Registra\u010dn\u00ed formul\u00e1\u0159 najdete ZDE<\/a>.   <\/p>\n\n\n\n

Registrace<\/a><\/p>\n\n\n\n

\u00dater\u00fd 31. 1. 2023, 10:00 \u2013 17:00 hod, m\u00edstnost 318<\/strong><\/p>\n\n\n\n

Konference Digit\u00e1ln\u00ed Inova\u010dn\u00ed Huby, v\u00fdzkum a inovace pro rozvoj na\u0161ich nejen venkovsk\u00fdch region\u016f

<\/strong>Prezentace budou zam\u011b\u0159eny p\u0159edev\u0161\u00edm na dosa\u017een\u00e9 v\u00fdsledky. Nebudeme V\u00e1m dlouze p\u0159edstavovat projekty, ale chceme V\u00e1m p\u0159in\u00e9st a uk\u00e1zat nov\u00e1 \u0159e\u0161en\u00ed nebo tak\u00e9 to, co jsme na st\u00e1vaj\u00edc\u00edch \u0159e\u0161en\u00edch dok\u00e1zali za posledn\u00ed roky vylep\u0161it. Prezentace budou p\u0159ehledov\u00e9, aby zaujaly jak \u0159\u00edd\u00edc\u00ed pracovn\u00edky, tak i v\u00fdvoj\u00e1\u0159e, v\u00fdzkumn\u00edky a u\u017eivatele (detailn\u00ed program najdete n\u00ed\u017ee).<\/p>\n\n\n\n

Program:<\/strong><\/p>\n\n\n\n

10:00 \u2013 10:05<\/td>\u00davod a p\u0159iv\u00edt\u00e1n\u00ed \u2013 Karel Charv\u00e1t (Plan4all z.s., WirelessInfo)<\/td><\/tr>
10:05 \u2013 10:20<\/td>Pl\u00e1nov\u00e1n\u00ed pro v\u0161echny \u2013 Tom\u00e1\u0161 Mildorf (Plan4all, z.s.)<\/td><\/tr>
10:20 \u2013 10:40<\/td>Digit\u00e1ln\u00ed inova\u010dn\u00ed huby a Evropsk\u00e1 centra pro digit\u00e1ln\u00ed inovace (EDIH) v \u010cR \u2013 Tereza \u0160amanov\u00e1 (CzechInno, z.s.p.o.)<\/td><\/tr>
10:40 \u2013 11:00<\/td>Spolupr\u00e1ce AgriHubu CZ a \u010cesk\u00e9 technologick\u00e9 platformy pro zem\u011bd\u011blstv\u00ed a jej\u00ed v\u00fdstupy \u2013 Karel Charv\u00e1t (WirelessInfo) \/ Veronika Hlav\u00e1\u010dkov\u00e1 (\u010cTPZ)<\/td><\/tr>
11:00 \u2013 11:20<\/td>Hub4Everybody \u2013 Jan Macura (Plan4all, z.s.)<\/td><\/tr>
11:20 \u2013 11:40<\/td>Map Whiteboard \u2013 Karel Charv\u00e1t (Plan4all, z.s.)<\/td><\/tr>
11:40 \u2013 12:00<\/td>Atlas \u017divotn\u00edho prost\u0159ed\u00ed Liberec \u2013 Irena Ko\u0161kov\u00e1 (Krajsk\u00fd \u00fa\u0159ad Libereck\u00e9ho kraje)<\/td><\/tr>
12:00 \u2013 12:20<\/td>Lesprojekt cloud \u2013 Ji\u0159\u00ed Kvapil (Lesprojekt \u2013 slu\u017eby s.r.o.) <\/td><\/tr>
12:20 \u2013 13:00<\/em><\/td>p\u0159est\u00e1vka s ob\u010derstven\u00edm<\/em><\/td><\/tr>
13:00 \u2013 13:30<\/td>Evidence optick\u00fdch s\u00edt\u00ed \u2013 Stanislav Hol\u00fd (HSRS)<\/td><\/tr>
13:30 \u2013 14:00<\/td>Dopravn\u00ed modelov\u00e1n\u00ed v prost\u0159ed\u00ed chytr\u00fdch m\u011bst \u2013 Karel Jedli\u010dka  \/ Dan Beran (Z\u010cU)<\/td><\/tr>
14:00 \u2013 14:30<\/td>Anal\u00fdza klimatick\u00fdch dat pro \u00fa\u010dely zem\u011bd\u011blstv\u00ed \u2013 Ji\u0159\u00ed Vale\u0161 (WirelessInfo)<\/td><\/tr>
14:30 \u2013 15:00<\/td>Open Land Use 2.0 \u2013 Michal Kepka, Dmitrij Ko\u017euch (Plan4all, z.s.)<\/td><\/tr>
15:00 \u2013 15:20<\/td>Atraktivita \u00fazem\u00ed \u2013 Otakar \u010cerba (CCSS)<\/td><\/tr>
15:20 \u2013 15:40<\/td>Data4Food2030 \u2013 mo\u017enosti vyu\u017eit\u00ed DAAS v oblasti region\u00e1ln\u00edch zem\u011bd\u011blsk\u00fdch produkt\u016f \u2013 Petr Hor\u00e1k (WirelessInfo), Radana \u0160a\u0161kov\u00e1 (\u00dahlava o.p.s)<\/td><\/tr>
15:40 \u2013 16:00<\/td>PREPSOIL \u2013 Karel Charv\u00e1t (Lesprojekt \u2013 slu\u017eby s.r.o.)<\/td><\/tr>
16:00<\/td>Horizon Europe a kde m\u016f\u017eeme nad\u00e1le spolupracovat \u2013 hled\u00e1n\u00ed spole\u010dn\u00fdch mo\u017enost\u00ed \u2013 Karel Charv\u00e1t (Plan4all z.s., WirelessInfo)<\/td><\/tr>
<\/td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

St\u0159eda 1. 2. 2023, 10:00 \u2013 17:00 hod, m\u00edstnost 315<\/strong><\/p>\n\n\n\n

Sekce 1
<\/strong>Praktick\u00e1 cvi\u010den\u00ed se syst\u00e9my Hub4Everybody<\/strong> a Map Whiteboard<\/strong> (popis obou \u0159e\u0161en\u00ed d\u00e1le) s mo\u017enost\u00ed testov\u00e1n\u00ed platforem na Va\u0161ich datech i s mo\u017enost\u00ed diskuze, jak tato \u0159e\u0161en\u00ed integrovat s Va\u0161imi platformami. \u0158e\u0161en\u00ed jsou vhodn\u00e1 pro ty, kte\u0159\u00ed pot\u0159ebuj\u00ed snadno publikovat data, sd\u00edlet je s ostatn\u00edmi, a vyu\u017e\u00edvat je pro spole\u010dn\u00e9 rozhodov\u00e1n\u00ed. P\u0159edstavuj\u00ed kombinaci soci\u00e1ln\u00edch prostor\u016f, ob\u010dansk\u00e9 v\u011bdy, inova\u010dn\u00edch hub\u016f, geoport\u00e1l\u016f, ale i kolaborativn\u00edch n\u00e1stroj\u016f pro efektivn\u00ed spolupr\u00e1ci. Ob\u011b \u0159e\u0161en\u00ed mohou b\u00fdt vyu\u017e\u00edv\u00e1na jak nekomer\u010dn\u011b, pro sd\u00edlen\u00ed otev\u0159en\u00fdch dat, tak i pro komer\u010dn\u00ed \u00fa\u010dely. Map Whiteboard je unik\u00e1tn\u00ed kolaborativn\u00ed platforma a r\u00e1di bychom s V\u00e1mi diskutovali, jak ji bude mo\u017en\u00e9 vyu\u017e\u00edt i v interakci s Va\u0161imi platformami.<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>\n\n\n

Hub4Everybody <\/em><\/strong>je unik\u00e1tn\u00ed, modifikovateln\u00e9 \u0159e\u0161en\u00ed pro publikov\u00e1n\u00ed, sd\u00edlen\u00ed a kooperativn\u00ed spr\u00e1vu geografick\u00fdch dat. M\u016f\u017ee se jednat o profesion\u00e1ln\u00ed data a m\u011b\u0159en\u00ed, ale i v\u00fdstupy z v\u00fdzkumn\u00fdch projekt\u016f nebo studentsk\u00fdch prac\u00ed, podklady pro v\u00fduku, pocitov\u00e9 mapy, vizualizace ter\u00e9nn\u00edch pr\u016fzkum\u016f a dal\u0161\u00ed mapy, tabulky nebo datab\u00e1ze. Zkr\u00e1tka libovoln\u00e1 prostorov\u00e1 data ve vektorov\u00e9 i rastrov\u00e9 form\u011b. Va\u0161e data m\u016f\u017eete do prost\u0159ed\u00ed hubu jednodu\u0161e nahr\u00e1t, upravovat a nastavit parametry sd\u00edlen\u00ed, nebo vyu\u017e\u00edvat webov\u00e9 slu\u017eby, kter\u00e9 se z Va\u0161ich dat vytvo\u0159\u00ed. Hub4Everybody je alternativou kombinace online kancel\u00e1\u0159sk\u00e9ho software a redak\u010dn\u00edho syst\u00e9mu pro prostorov\u00e1 data.<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>\n\n\n

Map Whiteboard <\/em><\/strong>je technologie, kter\u00e1 umo\u017e\u0148uje v\u00edce u\u017eivatel\u016fm spolupracovat online na stejn\u00e9m mapov\u00e9m projektu a sd\u00edlet datov\u00e9 sady. Technologie sd\u00edl\u00ed celou mapu a prezentuje data v kontextu jak\u00fdchkoliv podkladov\u00fdch informac\u00ed, kter\u00e9 mohou b\u00fdt u\u017eite\u010dn\u00e9. Umo\u017e\u0148uje v\u00edce klient\u016fm vid\u011bt identick\u00e9 mapov\u00e9 rozhran\u00ed a sou\u010dasn\u011b na n\u011bj kreslit, editovat vektorov\u00e9 vrstvy, co\u017e zvy\u0161uje samotnou efektivitu pr\u00e1ce a kolaboraci, kdy sed\u00edte kolem jednac\u00edho stolu a spole\u010dn\u011b se d\u00edv\u00e1te na mapu, komentujete ji, ukazujete na \u201ev\u011bci\u201c a navrhujete zm\u011bny.

Cel\u00fdm dnem V\u00e1s budou prov\u00e1zet hlavn\u00ed v\u00fdvoj\u00e1\u0159i Franti\u0161ek Zadra\u017eil, Jan Vrobel, Runar Bergheim (tbc). Eventu\u00e1ln\u00ed netechnick\u00e9 dotazy bude zodpov\u00eddat Karel Charv\u00e1t.<\/p>\n\n\n\n

St\u0159eda 1. 2. 2023, 13:00 \u2013 17:00 hod, m\u00edstnost 315<\/strong><\/h2>\n\n\n\n

Sekce 2<\/strong>
<\/strong>\u00da\u010del<\/strong>: \u00da\u010dastn\u00edci d\u00edlny se sezn\u00e1m\u00ed s existuj\u00edc\u00edmi datov\u00fdmi zdroji klimatick\u00fdch a meteorologick\u00fdch veli\u010din (Copernicus Climatic Data Service, \u010cHM\u00da, met.no, meteoblue\u2026) a anal\u00fdz. Porozum\u00edte sou\u010dasn\u00e9 podob\u011b jejich zpracov\u00e1n\u00ed do podoby agroklimatick\u00fdch faktor\u016f (veli\u010din vhodn\u00fdch pro odhad \u00fasp\u011b\u0161nosti p\u011bstov\u00e1n\u00ed konkr\u00e9tn\u00ed plodiny na konkr\u00e9tn\u00edm m\u00edst\u011b) s vyu\u017eit\u00edm analytick\u00fdch metod. Od \u00fa\u010dastn\u00edk\u016f d\u00edlny je o\u010dek\u00e1v\u00e1na kritick\u00e1 diskuse sou\u010dasn\u00fdch postup\u016f se zam\u011b\u0159en\u00edm na mo\u017enost zapojen\u00ed metod strojov\u00e9ho u\u010den\u00ed do tohoto procesu za \u00fa\u010delem jeho zkvalitn\u011bn\u00ed anebo urychlen\u00ed.

Klimatick\u00fd atlas<\/strong>
<\/strong>Klimatick\u00fd atlas zobrazuje vybran\u00e9 agroklimatick\u00e9 faktory pro del\u0161\u00ed \u010dasov\u00e1 obdob\u00ed. K jednotliv\u00fdm faktor\u016fm je mo\u017en\u00e9 v\u017edy zobrazit i odhad jejich neur\u010ditosti. Agroklimatick\u00e9 faktory zobrazuj\u00ed: obdob\u00ed bez mrazu, bilanci vody, \u00fahrn sr\u00e1\u017eek, mno\u017estv\u00ed dopadl\u00e9ho slune\u010dn\u00edho z\u00e1\u0159en\u00ed, posledn\u00ed den vhodn\u00fd pro aplikaci dus\u00edkat\u00fdch hnojiv a skupinu faktor\u016f vzta\u017een\u00fdch k r\u016fstu p\u0161enice (jako\u017eto referen\u010dn\u00ed plodiny) a to teploty vhodn\u00e9 pro jej\u00ed r\u016fst, a naopak mno\u017estv\u00ed tepeln\u00e9ho stresu potla\u010duj\u00edc\u00ed jej\u00ed r\u016fst.<\/p>\n\n\n\n

Zobrazen\u00e9 agroklimatick\u00e9 faktory jsou odvozen\u00e9 od glob\u00e1ln\u00edch dat evropsk\u00e9ho programu Copernicus (Copernicus Climate Data Store<\/a>) a jsou vypo\u010d\u00edt\u00e1v\u00e1ny metodikou Calculation of Agro-Climatic Factors from Global Climatic Data<\/a>.<\/p>\n\n\n\n

SensLog
<\/strong>SensLog je komplexn\u00ed n\u00e1stroj pro spr\u00e1vu senzorov\u00fdch dat, kter\u00fd pokr\u00fdv\u00e1 datovou linku od sb\u011bru, ulo\u017een\u00ed, zpracov\u00e1n\u00ed a\u017e po publikaci a vizualizaci. Z\u00e1kladem syst\u00e9mu je datov\u00fd model zalo\u017een\u00fd na ISO 19156, kter\u00fd ukl\u00e1d\u00e1 m\u011b\u0159en\u00e1 data stejn\u011b jako v\u00fdsledky d\u00edl\u010d\u00edch anal\u00fdz. Jednotliv\u00e9 komponenty zaji\u0161\u0165uj\u00ed p\u0159\u00edjem a publikaci dat pomoc\u00ed syst\u00e9mu webov\u00fdch slu\u017eeb v r\u016fzn\u00fdch form\u00e1tech a standardech. Syst\u00e9m SensLog z\u00e1rove\u0148 umo\u017e\u0148uje interoperabilitu mezi r\u016fzn\u00fdmi datov\u00fdmi poskytovateli a u\u017eivateli, d\u00edky souboru konektor\u016f SensLog Connectors dok\u00e1\u017ee p\u0159ij\u00edmat a p\u0159ed\u00e1vat data z r\u016fzn\u00fdch rozhran\u00ed.  <\/p>\n\n\n\n

N\u00e1stroje um\u011bl\u00e9 inteligence
<\/strong>V r\u00e1mci Lesprojekt cloudu je k dispozici v\u00fdvoj\u00e1\u0159sk\u00e9 a prototypovac\u00ed prost\u0159ed\u00ed JupyterHub, ve kter\u00e9m krom\u011b mnoha dal\u0161\u00edch n\u00e1stroj\u016f pro programov\u00e1n\u00ed v Pythonu a R jsou dostupn\u00e9 i knihovny Keras a TensorFlow ur\u010den\u00e9 pro pr\u00e1ci s um\u011bl\u00fdmi neuronov\u00fdmi s\u00edt\u011bmi.<\/p>\n\n\n\n

Jako mento\u0159i V\u00e1s budou prov\u00e1zet Karel Jedli\u010dka, Ji\u0159\u00ed Vale\u0161 a Michal Kepka.<\/p>\n\n\n\n

\u010ctvrtek 2. 2. 2023, 10:00 \u2013 14:00 hod, m\u00edstnost 318<\/strong><\/p>\n\n\n\n

Sekce 1<\/strong>
<\/strong>V r\u00e1mci t\u00e9to d\u00edlny si budou moci farm\u00e1\u0159i, ale i poradci a provozovatel\u00e9 syst\u00e9mu prakticky vyzkou\u0161et vyu\u017eit\u00ed satelitn\u00edch sn\u00edmk\u016f Copernicus (a r\u016fzn\u00fdch index\u016f) a zpracovan\u00fdch dat na Lesprojekt cloudu p\u0159\u00edmo na sv\u00fdch farm\u00e1ch prost\u0159ednictv\u00edm syst\u00e9mu FarmInsight a FieldCalc a jak tyto slu\u017eby eventu\u00e1ln\u011b integrovat do sv\u00fdch st\u00e1vaj\u00edc\u00edch \u0159e\u0161en\u00ed.<\/p>\n\n\n\n

Lesprojekt cloud a \u00falo\u017ei\u0161t\u011b satelitn\u00edch dat<\/strong>
<\/strong>Jednou z podp\u016frn\u00fdch aplikac\u00ed na Lesprojekt cloudu je i \u00falo\u017ei\u0161t\u011b dru\u017eicov\u00fdch dat Sentinel-2, kter\u00e9 ka\u017ed\u00fd den p\u0159in\u00e1\u0161\u00ed nov\u00e9 sn\u00edmky dostupn\u00e9 z \u00fazem\u00ed \u010cR. Slou\u017e\u00ed jako datov\u00e1 z\u00e1kladna v\u0161ech dal\u0161\u00edch publika\u010dn\u00edch syst\u00e9m\u016f, kter\u00e9 pracuj\u00ed s dru\u017eicov\u00fdmi daty. D\u00edky centralizaci datov\u00e9ho skladu dosahujeme nezanedbateln\u00fdch \u00faspor diskov\u00e9ho prostoru a v\u00fdpo\u010detn\u00ed kapacity. Odvozen\u00e9 produkty jako nap\u0159. vegeta\u010dn\u00ed indexy NDVI, EVI a dal\u0161\u00ed jsou po\u010d\u00edt\u00e1ny na jednom m\u00edst\u011b a jednotliv\u00e9 publika\u010dn\u00ed syst\u00e9my na n\u011b p\u0159istupuj\u00ed v r\u00e1mci intern\u00edch slu\u017eeb podle zadan\u00fdch krit\u00e9ri\u00ed (nap\u0159. datum, oblast, typ produktu, \u00farove\u0148 obla\u010dnosti, apod.).<\/p>\n\n\n\n

FarmInsight<\/strong>
<\/strong>FarmInsight je webov\u00e1 aplikace ur\u010den\u00e1 p\u0159edev\u0161\u00edm pro p\u0159\u00edpravu aplika\u010dn\u00edch map pro variabiln\u00ed aplikaci. Pro snadnou pr\u00e1ci s daty zem\u011bd\u011blsk\u00e9ho podniku aplikace podporuje n\u011bkolik r\u016fzn\u00fdch zp\u016fsob\u016f na\u010d\u00edt\u00e1n\u00ed dat o d\u00edlech p\u016fdn\u00edch blok\u016f, pro kter\u00e9 budou v\u00fdpo\u010dty prov\u00e1d\u011bny.<\/p>\n\n\n\n

Tyto zp\u016fsoby zahrnuj\u00ed import p\u0159\u00edmo z pr\u016fb\u011b\u017en\u011b aktualizovan\u00e9 datab\u00e1ze LPIS na z\u00e1klad\u011b n\u00e1zvu zem\u011bd\u011blsk\u00e9ho podniku, manu\u00e1ln\u00ed v\u00fdb\u011br pozemk\u016f z mapov\u00e9 vrstvy LPIS, import dat ve form\u00e1tu Shapefile, ru\u010dn\u00ed z\u00e1kres dle podkladov\u00e9 vrstvy p\u0159\u00edpadn\u011b libovolnou kombinaci t\u011bchto zp\u016fsob\u016f. N\u00e1stroj zahrnuje i mo\u017enosti editace dat a d\u011blen\u00ed \u010di slu\u010dov\u00e1n\u00ed pozemk\u016f.<\/p>\n\n\n\n

Aplika\u010dn\u00ed mapy je v sou\u010dasnosti mo\u017en\u00e9 p\u0159ipravovat t\u0159emi zp\u016fsoby:<\/p>\n\n\n\n

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  1. Prvn\u00ed zp\u016fsob je zalo\u017een na odhadu dlouhodob\u00e9 relativn\u00ed variability v\u00fdnos\u016f v r\u00e1mci va\u0161ich d\u00edl\u016f p\u016fdn\u00edch blok\u016f (DPB) zalo\u017een\u00fd na indikaci stavu porost\u016f vyu\u017e\u00edvaj\u00edc\u00ed jako zdrojov\u00e1 data v\u00edceletou \u010dasovou \u0159adu multispektr\u00e1ln\u00edch dru\u017eicov\u00fdch sn\u00edmk\u016f. <\/li>\n<\/ol>\n\n\n\n

    V\u00fdsledkem v\u00fdpo\u010dtu je mapa produk\u010dn\u00edch z\u00f3n (relativn\u00ed v\u00fdnosov\u00fd potenci\u00e1l) vyjad\u0159uj\u00edc\u00ed relativn\u00ed hodnotu v\u00fdnos\u016f v dan\u00e9 z\u00f3n\u011b vzhledem k pr\u016fm\u011brn\u00e9 hodnot\u011b v\u00fdnos\u016f na dan\u00e9m pozemku.  Tato mapa je zpracov\u00e1na ve t\u0159ech variant\u00e1ch:<\/p>\n\n\n\n