על-חלל
על-חלל
פרק 76 - חישה מרחוק של חקלאות
Use Left/Right to seek, Home/End to jump to start or end. Hold shift to jump forward or backward.
בפרק זה שוחחתי עם פרופ' איתי הרמן מהפקולטה לחקלאות, מזון וסביבה באוניברסיטה העברית, על החיבור העוצמתי שבין טכנולוגיות חלל מתקדמות, לוויינות וחקלאות העתיד. צללנו לעולם החישה מרחוק (Remote Sensing) והצילום ההיפר-ספקטרלי, ובדקנו כיצד לווייני מחקר מתקדמים (כמו לוויין ונוס – VENµS) מאפשרים לראות מתוך מסלול בחלל תהליכים ביולוגיים סמויים מהעין – החל מניטור עקות מים ומחלות בצמחים ועד לזיהוי מדויק של פוטנציאל היבול עוד לפני הקציר.
פרופ' הרמן שיתף כיצד השילוב של תמונות לוויין עם מודלים של למידת מכונה (Machine Learning) מוביל את מהפכת החקלאות המדייקת – כלי קריטי להתמודדות עם משבר האקלים וביטחון המזון העולמי בכדור הארץ. דיברנו על האתגרים ההנדסיים והמדעיים בפענוח נתונים ספקטרליים מורכבים מהחלל, ועל האופן שבו התובנות שאנו מפיקים מניטור גידולים מלמעלה מייעלות את החקלאות.
אוהבים את הפודקאסט ורוצים לעזור לקדם אותו? הצטרפו לאלה שכבר נרשמו ותימכו בנו פה: buymeacoffee.com/hyperspace
ראיון והפקה: איל בן-זאב - www.eyalbenzeev.com
עריכת קול: אביעד מן - aviad.man@gmail.com
עריכה גרפית: איתי ליאון - astrografix.com
דרגו את הפודקאסט באפליקציה בה אתם מאזינים ועזרו לנו להגדיל את קהילת החלל הישראלית
רוצים להצטרף לקבוצת הוואטסאפ שלנו לדיונים בנושא חלל? שלחו לי הודעה 055-8824943
Remote and proximal sensing. And you like our sagazani, but I mala mata remote sensing will. Tasbirg sat mmze mazowitz.
SPEAKER_01Wellte tatvah rayon.
SPEAKER_02Okay, ashab ngit pohot makirathom shall kishami or hok or kishami karov ma mathomazomer lesofmeida blimavar moleculot.
SPEAKER_01Active or passive, opti, thermiar populari, radar, rayon the lesofmeidal lomaga. But microscope the mirachok.
SPEAKER_02Extra, we gotta extra kilo.
SPEAKER_01Molecular mimirchak ma kabel may dal mashu, shav kilo his a mirachok la vanashelik Mr. Klim the Maidal Ma Varkil, the law the blihomer. When your shav shak the watchal kishash will home, Mamash. Lolo kerdeka Homer at small kimeta exerh. Oh, over the footone flita. Flitash krina.
SPEAKER_02Lonariv was a gamba.
SPEAKER_01Professor Itai Herman Faculta University Vriddu Salaim, Mahonetica Baklout. Boro?
SPEAKER_02And yet I'm a kadash kibarnu, and you have borosh doctor with a man or professor with a smot come out. Like then I'll be able to do that. Okay. If you have a elushani matata siamtasham?
SPEAKER_01Spanish temas are called the doctorat gamet los.
SPEAKER_02Dor Shani Matait Khalta?
SPEAKER_01Khamesh or Shesh.
SPEAKER_02Ah, okay.
SPEAKER_01Shhamano dechovamada.
SPEAKER_02Sipuyo la pihar.
SPEAKER_01Nagid Lavinushov Dimitamaza Nir Nagid meh Shvamout time nagid. Near infrared. Infradomakarov machinikrav, veya sweer, a short wave infrared. Nagid. Twahim Shanachnov dim tombedechal nagid the benchloshmu Khamishim, Lalpime Khameshmut nanometer, elabegadola twahimathumanire, the berbamu t'shvamot, zemashekulano, ima telephone, yima kol, gammalavyanim, ve tawonagich lachishha zegam shiud me rukegal, shanaknu low wim. Targimimita, targemimita krinash megya letzvaim shanakhulim liot. Mashim khapsimbat the gambathomanira gam shazer woimbain, gambat khumim shot waim zeshi shonut liot mashu shou shonet, we nasotle lefar shenid, nasotle la vin magaram la le shonut kazot ki sadekha klevika one, amur lot pachoterachid the monoculto.
SPEAKER_02A azhaanio medbe sadeha kleyvan mstakela niwa e tatsema haya rock, iba peracha se gol, vea lodam wa khamaniatze uba, ma na battal near infrared or short wave infrared shegal tera uki ma dom shakhlow imbemet, ma not nimna nubola mata kaklo.
SPEAKER_01Okay, as na sekwartakisu shalko la twah, shel shloshmut khamishim, bamot tad alpaim khameshmot, bagadola thumanir e, the kmo share shel anuit pathasham gamma t's machim it pathhu shant mata, echolet klitat energy shallem uh photosynteza, sh mistakela grafim shel biash el pigmentim zebathumanire. V Rovakrinashimet nilkahatale deatzemach, bikarba e zorim shella kakol ve adom, ve muchzare le nozla ken rovat tmahim nirimi rukim ve gam tsmahim shem lon nirimi rukim a dainim bolimba e Zorimele, we gam pachot ba ybahirim ashu mistra kakhel, dainyash ba m chlorophil, theol athuma nirebikaum spamya pigmenti, athum shel infom nagich as nagichvamo, tad elef matim, elef, zagaminyan mathik, ki, mstaklimon fizikaim, ashim shometahnimah shhirim, azetslama nirnigmar belef, meglala detektors la silicon, mshualim nashim sh mista klimateral tsmahim azla kishaz etlama nirnig marbe elef matim leflosh motlefiya grafh zarash la tsemah. Aztama ni avchhanakazot, ba ezor shelanir, na gijvamu tadelef mataim a shpay karitze amivneshela alev, amivneshela lva. Mwatkama shi uyoter shhavochelalim, tiyah zaragdullayoter, kibeit se matsemach ki matlomishta meshba krinazot, azrova krina o muchzeretme ale overet mime. Pachyoter Khamishim chhamishim bliyam odne mucha, shlakhuzimbodedim, wazimehwach lalalim, azakrina khamishima chuz hozer, khamishima chhuzover la kark, azer, vi me shhavoch lalim ithachhat az kolwa ešha kzarak lapemala zeshbe. Azze it tavare karishi ruimbanir, ve kama shya leat'mu ofriri, otewave, terazeh terechzarak, yoshiz damyot la krinaali shaverwel khzo, we shovrim la swira, zahai karit, khutha gameshla ma shmuz mim nuzlim, baim shl elfarbamut, elef chamut, alpaim chameshmut, shelmaim nuzlim, we ka wasotam, a blyot elod mam shichot, boat smotne muchot, gam si velef mataimishkat, gamba chamu chivim, we baim shikhabal sham the overton, the kwa berbiot khalash, memkwa. Bigadol, twachilan, sharlot butim alpaim khameshmut, pigmenta, alvat, lechaberle godel cmachele, biomassa shikemit ba sadevele matzav maim. Bazoshla sweot specifhomarim, shel konek shareim na gidben meyman lehankan konek shharim ben chhomarim, ve azam, komot specifim shelter awutim tsarim tericholim litfos uham kesher khazak. Kilo can staclimazvaladat mulma. Klagi can ishua dash yesadesh la muli kdol bekatsov kaze kazot. Khele ka kalze le su ma comba sadesh nira kheret meashao. Lavinla zekat youter mrukav, thatik no. Osima, gufim, khkarim, khuo, sim kishurka shelben index simuti mi khosit le matzav shel tsemh, modna kongadolka, moskimashama, shall stakel tsemh, velo.
SPEAKER_02Ken to the basics will kishamer hook Ndviya index a hikilu vatikomerma matzavatim khiyai mi be akao la. Vazga mitahnanimbsemita sensori mita o kegal shimkabelmi la vyanim shathum, l'am tumim shortim kohun?
SPEAKER_01Okay, na gid Ndvia si po shloze nirali shimba, bamashu kaze, ba za okay gal shwa vadalem bathom nigal nirali uvedal shnearuzi, ma ruza dom, ba uutzi l infradome, ba rutsa dom uwae me sheshmuta chvamot nanometer. Bishwilayom the modrachav, ueba infrarome, meh shmonamut behade elf mea, amot modrachavom bekol matzlematrachfan khip shuta, wo imberhav shel stream nanometer, lo lommea matim rbamut. Azain divash khvaz veyom za kher gamodeshla pixelima ya kher ve azista klo in divaik moshamata, ba shalav zara klahdat yesh putemakin potem khomat'fi fout, we kakakhilululatlat, li kherezemashle lematzav shel temach. Vim samimizal sira zman, gama zharle dynamika bazman, itpathuto nati, taliot, iridot, weemash pixel sheshone, t nasot la vin me foze gia, zeki.
SPEAKER_02Atao sek bezepomme kara ba fakulta, uholamota khaklaut, pana mishhari, kolathumaze la vim meidame duyak, la elolama khlotnika khlaut me dayeket, so mshimb sensorim gambe khishamerhok, gambe sensorim bakarkatma, kade la vin mamatsawatim khiya, bahhule, ken, bega ken mamash ken.
SPEAKER_01Im la la maabadash lanach mulhimbashne ki wunimikarim, twa ta rayon, begado z listakela la rachathunot semmach, the shnea wutzimi karim, imsta klimba ksherhaklai, az beetem motivatya zele shaper tumata nashim yeshotera nashimbo lam meshanim, rova nashi mavimlay cholgam, we lachen tzrichyoterg. Vaz shnea wutim shegurumim le shipuur yevul, tmat ewul e khidachetah, lorok shhiya yoteh, az mgadlimalyut, mle shaper ylut becem. We kbesogram, tohke dai timtumet vjatre svatit, vene zakim, kol, valayunu le lotye lut, ve dol, gam shelai voul, gam kalkalit, we gam kon shamarnu svivatit, v letuohzeh neawutimi karim, genetika, nwat limtoita misvivenu, vbe kola ola, skimba ulam zeshlimsoitazanim shimatimim le le yovesh, le k temperaturgvo, temperatemuchot, mahalot, le kolmine dvarim, baitem lezao, tze velatim t'azanim shiati mwzadehad mezata khlot, yesha ta agrotechnika, ma echhlizdwa, kamalizra, tailerases, echle rases, ma tailash kot, shilov shilaim, andzel fachot lokana shimakim vinim, yo damezze, shomanu me, shiluf shila genetika, veya agrotechnika bef shirt aliativul. Azama badashlanu vede weśna wsimele. Mshetfimpulaim hever show skimbe mitipua select genetika, kedel la zorlichasochtahim gdulim, tanashim sho sim midim elfilkote, alpaimchil kot, la sotleze ifjun ya danis, elim dod ezhi tchunash el temach be elf alpaim chil cot sipu, eštuno chimishhtanot modla ori khayomgam zemashmoti we the varihad kiwunekad sholhimela, z mbsem not nim bezezravdimal shiluf shel e kelim shunim shel kishya, we baut sa shenik moshhez kato bidukze yotem khubar khlut medek, zoterbolamishari, bamashle sadot, veli rote tashunut basade, velavin lama, tashtich lha klote medek, egyya behilfnezar bayim kham shim shana, mam tza otch nota shmunim ima GPS shhethile le patah, wa zanashim yadulagi defim. Adas yadulagin machurait, sachhez yadashesh koordinato. Aval yadulagid vas brageshesh mi kum, ve concept al khloot medeke, bat khal be mezza mikum, ve la gid mishumistakel al sade u metapel, omeyasemalov dwimbe ofe nahid mehrases, medashen, mashke achid, vea rayonomer shasadeul akid, kmashamatha nekalka, akalka tashtitya kherit, yeshipui, mieshomivnekalka, kesh dwim shonim ve as ima tashtichil akherat az lamashanite notodava, sade lokhid bidyukba tutzara zarayonu, ait kadmuchel khakluta medeke, ba meshanim, bezlora kamikum la gama eh, kama, matai, beze offen shkilu kamara mochildiuk, shiluf shil notenetze, shonkwa vim le khber zye khlut medeke, digitalit medeke, kipam zaapah digitale mithaber, maybidju kum shhez karta, the kamash kwachel medai, holiot lavyanni, holiot mapatkarka, dvarim shonimbeto khakarka, lorakasug, e si call min dvarim, but me shiluv ka zhil a kolbiyakad.
SPEAKER_02Ma nitunim ma data shha kobli ma halal beola motok clout.
SPEAKER_01Bikar ima Lavian Shinika Sentinel Stimes, Lavian Europe, Kinami kolmi shirot Google Earth Engine the Totoridu Mashurot Loto Ridu Afdual Zhotim. Ahnov dimito, ma shim kabli muno ten lanu kol khamishaimim, the konstellati yat semanim, sh not nim kol khamishaimim, ki sui shele kolkaduarit, the zaz be talu bez oregal, be na sarale shishi meter, madifim stakela lautim shele three meter, kizala resolu, mhavit. Not then pixelings, three meter, mistakela s three meter, not sim shella re karno adome la infradom. A infradome, shipwa, weat nuda youth, shipua, bahele katon, bachelika ayon, chlema shmoyo chrot, le ka share lunot. Asbed wanazo bedh of dm sentinel, zenotan lanu zemashinoh, charlil mod mezef Charlie Rotim alt km shamarnu al si razman, khazer pigment, shinhuim shel pigmentati, bedehha pigmentaya ka shur modle khan kan chlorophyll fachot gam tiv cod gam dwarimhrim shek shurim leze, echolim li rotalim lokatal lirotalamivne, kama tzemach kadelu chazman, the mashu shiruim chasitov, matzav maim, shutsim shel swe besentinel sh wasrimbe beavanachel matzav maim.
SPEAKER_02Ki Srim metal pixel atatofes dod shel meot kilometri, more tumunacha tibetah meaal mea kilometres zenik shabla khlaut medayekit orse pana pachot medayek valoter ani rotelirot ma korim shha kadol shely?
SPEAKER_01Amatarabashil khlut medekit, medeke digitali zelagia le ramata tatsade. Beeshma yeshme komot imyeshiv shaout, be metla vodbe raamatta tatsade, don't esh gidulim shizlo relevanti uh echol maxum la tetas shiachlata, la vodkah, la vodaherita va loma mashiv sharlet apelim b Sadesh elhitaim ishuha klitle dashen meter po meter jam, ayonkwa yeshikolot kale pama yupachot ve yeshikolochel medash not variable rate application mash nikash not not yesum be offen mishtanemir khavit. Kholim l sh lotl z oisusim, the yomholim la sotkeeludvanisusim negasabim omachalot, mamashle te kedz, mirchhavit, azeya kivun, a pixelim shelavian yom zha lavian sentinel shukinam yeshogam pixelim shel sarameter, avalobekolor kyagal, shhamgan Lovianim shem ba betashlum betashlumal talubishulim the gavon namuh shemegiml slo sham meter, kolkadurait pambiom planet, bakademia zuterz zamin, tasya gamishalmim, we talua lezegdalim the brim, zh the lobashamaim. Tamatazemashu sholatehlam planet that ishmu nabendimayum, tama zemashushumodmanin, musimga bigla zamun lavyanim sham, the mudimgam la sottezhi atamaben bekanirashes yotzenhman. Az if sharlegia mesh mekumochodai lomelovianelagamakhfani kholatov, nachnubal halal az uhloma, khmuba halal. Azze Lavyanuti kholalatete kaha. Hmusta kleon zagam, isha mista klewul modeli kolma Midwest Vertotabrito Mahavanegev, azim ifha vodamba Ramatasade, uhamat pixel shelest three meter, mobdi khalakla Amerika vizraeli, ma eligamoton kulkal kaze, kahliom lisa israeli amerikani of kashim orlo amerika, I can tira s lisadeh and sa shalosha out that shane. Israel gamliaya pam tender kazit nhit kakakolasma. Sadot anakim sham b uhhh pachot barit. Sadot, uhamal root eighty shava asham yeslam shir shall uh uh kwish munim be eye wash as corn corn corn soy, soy soy soy fans. As by zoaza, mm-hmm shim gama streameth or shimater z ofimim zev kabli mbemech tahim dolim wasim mutseim lotta mitserikha ta ramashala pixel ifa him chaim al rak sadeh, tanumanyo tergam is takel ba ramashella shonut betoha sade. We anekuda be metke de la for de la mashu sumi ve mashmuti, a ze tsarichkam la t shamashu barbitua shar ma shemitzim la asot le asemit mash shemitsim Bedishunim ou bash kayoto we kifunim kaelu.
SPEAKER_02As bondabersh nia bemetal matempa mathuma mekara karim. Ulay lock Bamaba Davel. Bafakulta Bhishamokazhla maniel sa perasani yam so.
SPEAKER_01Bekhalalal hoch andikh shweha Davidelman, bekalka be mime, al-hisha, the mashanimikirle fhachot'lenupo, ba fakultash behmeama abadot, kalanu bikarbigidulessade, baulama zeshela khalal, voda ba phenotyping, baby fun, we rachfanuot, we kala zabiikari me in twikapele, mshukiga, mshuki saranga, zabikare avodot, baulam shele khaklut medek, b sadot, nisuim vadnu projek chalhumus and himshah kama shanim, khimsa, rayanu bathalaza vodashethilim professor shachalabu, doctoranlati, safavnerishu doktorancha vaditam, ve umadricha klaish, yedu be akadim David Bonfield shoker, ve agronom, sadha claude bagilat, la midni swim odfim shelmota shkayash or no chelchimta, we'dadmuim spectrometer, ked la setim zahakakhle sadot safam gambisadot misharim e tipula shkaya knemidashari rotim la Israelitsa fatisha nika venus, Israelishelo professor non karnielia madanchelo. Mearetzuf modumela sentinel, dunimkailo, Venusu noten Rutim Mashumadim, mehkari, noten Hamishameter, Natan, Hamishameter pixel,
SPEAKER_02Sade Mhaev. Nah.
SPEAKER_01Asfuamanda Gamba Maabada, David Bonfield bawab Gilat, Begamba Sadot Mistharim, Vasfusam Tunima Lakarka Mul Venus, we matslihim la kell, butemole ta aracha, shel ey madaj tahale, shhezbe mkama alimyashle kidacheta kadama, zabetem biomassa, kama tsem ħos photosynteza ma ma e hole cholole yatzeryevol, ki msofmashema nienza evol bhumus, many kama gari nimi mesh. Azlista kele la rachazo, talez shutzef evol, bek mi krashil tipuliash kayaza yhasit noh, ki ehpahot biomassa, pahot yevul, eshoter biomassa youteryevol, vea maj, m'baytem eshu gore makbil la biomassa. Wagam latsetim zele sadot, we tchunan sef chistakal no ala z potential mime. Batem gida potential shellhat'm bat semmach zelachhatz, hidoch el bar, vebatem ki a se machutzin nor shekh maime adama, mshah erutamba atmosfera basof, weh mudedimet zye bezratalachat zhothimana naf, mach nisim pnima, le tohta, ma shirimetakh bachut, mafilim lachat simgaz litha taz, wezrui matayut, azemadout me di dot kele, we mshechh it's tarefla vodazat gam shemik zoy omer perech, show doktorant, uhat mamachamasium doctoratelo, sa vodama di mabe sadot gami mastaf, gambofenat smai, t'spyyot, ima ubeha klayim, m oram adriha klayish el sham, we sto vovimkomot, sfugam me odgi mchelat varimala, zakwa mul sentinel kivenu saab shalaht munautele khalista. Kello khzman vela vinmay cholech na nulla rich et khonote le khaberotam le mashimani n khlay lašhkaya. Omer bzega midachark shel Google Earth engine, atar so khaviv, zaabishi tof pula, wa thala bzrai marel greenblat me sham we shamidubatem sha khamishua holikanes, mazasham, sham sha rut, a mikkar mikto, shall mistra khlut. Matakim the anashim sh miktoashlam the lazor khlay. We call me khumi. Azarel Amadrichim. Amadrichimik, Amadrichim. V Azarel, butum technologi, nchas gamlo shella Google el engine. V Omerayito ve hakakhi tik kadem ima lansh el modell imuteru kavimashman shalo, ma zoom ima Google Earth engine, ma sim. Pothim matar, nich nasim, we mathilim betim lichtov code, lesahek sham, wefsharla a lot lethara t smok, model shaputah nagid mechutz, kuyal to matyash losh mod gimot shel LAI, le called Gimakazotyash pixel, yesh to me dasali, LAI, yeah, index. Madachal, as yesh gimai message sentinel of the sharewtim, tishawtim shall sentinel, mul erich shel tchuna veshka, le kamamot, asamim khelech miznikale midmechuna, gimot betor imun, lom dim, colohgalme kabele shoe parameter, or msakim za bekon shonot, vehakh mepilim modelametamekadmima, mepilimal me drali, shoulloishta tef ba kiul, ba imun.
SPEAKER_02But kufashelanu, modellim kela supervised one supervised classificat.
SPEAKER_01The klassificat mistaklimal regresses to mutit, my classificata on le amen kele, amet al kheleca kh.
SPEAKER_02So, the tomer zetsimhya, zetimchya, zadama, zadama, tano tumuna kadasha, vota la datat leva, dista bote, ma tsimchiya vada.
SPEAKER_01The klassificatia biduk. The classificata, and member adama, yam, the holes legadem, the la gidyar, e sade, gina, kilo.
SPEAKER_02Oh, uh, zer, wea, ve, nachu, baimem to mach, yodim sh the yam, weodim shazimchhya, me some nim pixelim, polygonim kelamze, tilma, zeka niret simchiam pina shela, simchiya.
SPEAKER_01Ayomba ulam shlah clude medek, but varimele classifat, zotermit carevla ulam shlah segmentation. Masho tano terenian, the kiwunch, leavana shell, bh pixelim shvarnim betoh sadoch, anahnudim shemh, anakhnu dim shiba pixel aze, martm GPS meduya kle toh sade, do krimi si vivo kamat gimot, yat seglan, kina tsemach pixel, as anodim kaberch lele ay mea comim li khber motoyom shaya dimut l'hai, dim la simida spektrali mulla dimutze gimot. Kama pigmentaya kamachan kan kama vakaya alealim, we sati porbedu kwanja. Asemashu ima kenta media, rayonze la vin, le fatehweganul, tlorotem za ima chelay, butential mai. But omeravad sad, saf meot dgimot. The law regal M. Pam Basad Humus, Yo Daiz, the lostam korim la kim tzaz khamut, khum tzut, to mati mul khimotozug mich nasaim kolona, gamru, mishya din ksa, to yeshut, mashla gishaz rivotala, shhrim kumus, mashrimai. Okay. Humus the khimtaza tema.
SPEAKER_02Okay. Aluyochem shonot resolutiot, yesh, okay gal shula enchembalavyanimas ma facto machriya.
SPEAKER_01Konan kolashela, kon collashov the nikbal fiya matara, ima matara imet, emotimla sotafi oful shela midwest, over siko imachfanim lonilek. Imishua celezaote machha pamri shona tsemakhishon shelaveshi machala, the diffrachfan. The coltlui matara. Bigadolve can, yesh, olam kilo besadot gdole machela kam be met of share tame shberachfanut him the bemetimla kolt kum zu chela modmukewe chela lut mul toilet. Marpa mishwacham and shamilchem tola machinya shim the loye pashut pashut loyye. Urbanashi mumri mz gam khachami mumri mid the meaz. Gamtip shimmurimiza maz. Kulanu khachhulanu khachami az umri medabet nahonakhava zpatat monachonashela ich magdirim pashut. Keshvarim sham subhimovdim. Zaharayon sofmashamart al bandim kiesh dvarim shen awutim tsarimut foshipuim shelech respectali, o gam or kegal specifima shal khomarim shkolmi uhida shish, uh student odishoveditan, miktui bha cloute. Studentitan, weakadim native dudaim sadha klo to metapeh shel was marin. Shel was marin, me rachfan, student israeli davka kencha miktu, yviviv, as the meitriagam al zesha, rayon betoha was marin, sh was simitsu, the e shelhosh tesha sh time be shamri, tasakichla uchelaz the meshbaza wehadmea rehivim shall was the khomzakarnosichbetohhatse mach Borozmarin. Bazlachnosota, la rich of gam spectrometer karke, la rich kamuch lahomerze Brahma daygwa. What Afhat la saca zodam, baze khlaimb shulamim le khamut khumzakar nozich muchin as native as the nimashul rekoz meam shel khamisha whoz mashu kaze native, zalanutvahpail shel tchuna, buter nahla vod, kar kate spectrometer gam, slachlasot vavanazot. Tokeda voda kanalkal karnozit, gamal rosmarini, tokheda modeli, kebmach nisi modeli perspectrali, zelotish abendim, the sharehmeot, we shosimita modell vetemazle koloregal kaze shumekadem, shumisparjimahpilimotubo. Shemutrimuta mal kavhad, azrausha kavmit shela kumsa karnoz mitneg bede khahat, we mosemlo shoot munatre, azakhumta wasmarinit mitnaika, azhishraiz, toh kedawada, maratokumanyve tlatgam, alachha, wechafarbussifoot vigila, sh poeshit nagut, shelachum tch, shelachumarima lebatemach, lefi, na sivak, dwimchim don canasle kolassi for the relevant sham, but'h lavine, the vuya time, the spectralis mutlifnez loy ste clos. Za azwegal smach echenira model shektali, waha shivuchel kegalbe model kazehla vin mashu shoveralat semach kiluminza de kadimakaz.
SPEAKER_02Zagamaskili kiluz uhmarsavalhana saltali ksi parteimle shalemla kaklai ulayote kama homeri yello, az kiloze anyashahval hevro bitwah kilo aim, haymani kol losileta premia bigal shani mod modslach kieshle baye vulim, or fo, mashu kaze.
SPEAKER_01Bitwah, mulatala git baritim shaltit, kanat, karen is kateva, azim yarat barad. Azari khaklaim vutah, or mashu batsorit, o mashu talibitouchlayasa gam interest la khrodbitwah kale maya vulla potentialisha. Zash podishaam kazeh shekayam, gam the mashu shakayam. The vadnube lama zehla bitwach, nh shemodman, gam sefye vulkadima, lotta mizeme kol khai, wa zemanyen be karanashim shio skimbekesefani k shav, mishye koneve muhere sadot, lichhevro, to optochelmayakaro, di mudala sotez shiachama tiras gidluba Midwest, as we baya, azu ya choladatim shaveloli knut oli mkorah shab.
SPEAKER_02Gambeshwa la chharon, shwahalaf yanu, gambeshwa khalala chharon, the gamav, ulaigam lifne, but anhurtash na taimakhonot, are you mitapim, ben was sehisham chok ve bitwach. Yezmu mitapim, i manshamikom, athumim, shham chok vesel kivituach, le deberala kibu zabin uh. Yanu a kavov uh, what khod khatish and olam loyali peric, a yabukuh name dropping km uh the the sababa can kavodla shell and kirak shabhatiba nashimpovaris bat room. So, the magniv the kavodlo kolana she well shosim of that codish. Kavodli shanyovedita.
SPEAKER_01Oh, the shikilo the kelec when you tati if she's fasti khelec, when your chefs the vodatmadato na gidle la albert time afti to team. Gambechaklodgam dati be called home, not immrotzim la soft data, zeshmishu shode soft data, ltov, vela vin, vin matai tovlim dotemit vsem. Keshmanim shemlomatimbayom, shalomatimat veala. Shelcemach lonach, mishu lodehla vodimalavian. Multidisciplinary machinikala, vodim he washem vinim temach, vinim karkam, vinim kaklou, vinim Hishamerhock, vinim Budnitunim, vinim data science. Tom trigano. Shawad mi to ale she's.
SPEAKER_02Ladies first. We vršo din kastifa, the studenti, student. Student, we're going to be able to potentially hyperspectrality bakana, panchromati, RGB, um, colhem, near infrared, the multispectrali, superspectrali, nema sarrautim, nema sarim andrank. No, okay, I heart. So, we have to tsvaimat, uh, mistakalav, mode.
SPEAKER_01Then induce fluorescence, as 3 atmosphere, fluorescence or the plitash, or 3 atmosphere, machine, but fluorescent, as bathem signal to noise, was the vodim as similar stakelez, we can use the hyperspektrale we have spectrometer, the alpine bending, the call had nanometer, the input, the output, said ultraspectrale, alpha bending. As the holo, we are overkill. Overkill, barama, shelmasarich, we gam baramachal khalit, matzlemo telephone, shallow dollarim, or dilmutlavyan bhinam, or the matzlemotiper the chamasforot ve dollarim, mathilimize. Gam shah, gam vaat, vehicul, gimkomoch, as gam shwa deza, u shilef beyahadim, meda spektrale sentinel, medaas viva t. Temperatura mitztaberat, krina mitztaberet, nikera degree, it's temperatura. As masha zerla ventamatavl, nagid hamishimiom, aw chamishim yomba temperatura, hamishimiom ba temperatura kherit, bo ta dama, krina, zesh po charmezal, modlit shaper ta hash elhilko. Butuchanach dinanot meteorologiot baolangarov, in the swim specifana meteorologi basad, meida. Masha'am uh shell meida, loraka sheluv shall na give meida spectrali v mezega vere, gam istakluta la tirzman, the gam she loves termi. Termi the gam khisha, gam kishha passivity plitatat home shel gufim ve simimze mod ka shulmach behood byanchel maim. What him tsemach beta man m tinoim, shhorosh, mime ba shores, poletoba pion yot, him has potato pion yot kedelas photosynthesa, velah steim ka beoto, ve baregashu se ed ze azugam bed mime. Of demal the la vinah l. Bedech alwaimshaatim, yesh gradient, tzarichazarot, parameter, we shall mispar build. Sinun isui logodol, shelat shelm, we khankan, al smakim sheleg, so matslavah ko gamzivamedz. Matzavhira, ve maim na muh, e maim kanem. Bidju kazajbetem arbati pulim. Asdrombetem mitanisu asegide loto, madado spektalio matale tasnuwach fanimea, let'sermi ve Roma Saita Tezashelo, Master Cm, Valach la vod, musehail ba shukar patuah, masha rayon chalam nazel, na sotleavin. Moshawanu bathala e anomalia ze kashela dat mefu eshbeya, wa hipoteza itashi mna shalev kamo me kowot meida, natzlehle vin mefu akazo timze machso maim ou machsohankan. Vzeya, zotaita hypoteza. Khreshirong for siyam, la karkzadzman, tata, ve gia student me odu, let ku fight lenu, khakakhle postugam. Mitriya muhansahu. Mitriya gia, vehu, egyya, veh, cholot mod khza kotbishamrahok, shavnu, khashavnu vetihnanu, veratnu, al shilov shel tzilum, dimute perspectali mirachfan, im termi, imr gb, misha kim shall mabat mir khavial nekudot, al kite eightum, viachadima shilovima spektrali, ve ima termi. Nivnetaishi marehet murkevich workflow caze shel malasot effo, shitriya banauta, varayona kodem kolat'leh lemayan ben shterramot ponih nasamiunchat lemaen ben ramote khankan shonot. Lom shen kolahat meh ramat maimeshona. Bemakbi lemayen ben ramot mime shonot. Lomshen el kolahatmin yeshramat khankan shona, baz lasimehad. Bazlaitfortam behad, veganu le ramakal shonakhmot slihim la frid datov ben arba parametrim. Tamat shenisinuraki mayper levad loitzleh, beima termi levad loitzleh. Gamba rama shela aleymperloitzleh, lafrit ben arba. Wal shinutha iper vita termi, bit Rgbi beyachad, slahnu be ramah shel arba kwutsoteh le mayan ben kola chatmem lorab. Hazamashabemet.
SPEAKER_02Bayonshulaniswen. Hon ki kronomitrias mchayev.
unknownLod of kalh.
SPEAKER_01Klai, mukha clean, mumkhev orvet varim the bood net to name, but much we gameboze gumbayton mod khazak oriton. Therman shit sachhla law vin, kutsimba kibuna zebb gam lit kadem, la tzlechla, la sote tafra da benakot kil fha kotbolam shlachha klu, ta keta zumod khazak, but lavin mefo. Sha no tzegam lavin mefo. If sharla la shlila la lechtim to dashiahad geshum lifneoma, zbona gidakat mime mhsorbe maim kani rezlo. Az ifshalla lechet gamba ki funimai le sof like a yom hai vimza mashuim AI befnim khashugam shay vod uh.
SPEAKER_02Ayala no AI nifneh bemo chanim rachnu down with kulam AI shallanu.
SPEAKER_01Ayon Potsimaval ta HI, she has a human intelligence stuff she filter AI was uh the khla dictor.
SPEAKER_02As Mitsada khada khsim la AI Ula Ulahim na Beralzaal nich nas like dungeon ka new space, halalakadash.
SPEAKER_01Oh, new space for Shani?
SPEAKER_02As new space ba streamima, shalta yum shagot lachalam. Okay. Lakola ya modiakar, ayom nichnasuya zamim latmuna. Wa zem bisha grim commercial off the shelf uh uh marki markivim chim commercial off the shelf putrubim you had the the hozil mod modaluyot. As new space, a kavanaila I dana kadashibanaim, shakol katanyoter, zolyoter, mahirioter. Okay, the losh monasforot, the shast for the monasfarot, which girim shodim shagir kvar shigru mel mela nimb shigura khad, uh can rate shall machim or be cubes at him shagrim it coolam Ah the call a you shloshayu karton khalavush name khalav kaz uh shishash nemasar you shishas are you lobalit onsum the varaval Telaviv shigru, Ariel Shigru, Bersheva Shigru, Technion Shigru, my one stay.
SPEAKER_01And your git hai hajj uh it parat the ptucha, then ptuha valani kilo city clumbach shall. One verse favourite yesh beim he was your skimbo lam shala halal bika e boltoh physical poesh anni cani khavalze cot can the mukav because the nut muchadit letochze vingam bidukmay holochel cubsatin k de la sot. Le shagerbi shager the magnivich maniente and nismachatefula mishmiental, mashu kazeim la lamshlachakulotesh to vanot, mach shavot, varim sholim leyocham, la sot it colmashikanes betuhukazoyuach, nachnulokolkasha. Aval nismachla vodimishushem vin echla sotkal. The mod man.
SPEAKER_02Shigru BGU Satchalim, the Shibritu man, Beduk Danish reanticim britama chodishhochaim, ve Tehnon Shigru Hadosh Naim, Telaviv, and Kvar Patru Pas y too masu and Mikimu Mashma Badarit init, we fatrim sham cubesatim, we me shagrimutam, we come asham professor mayor yel shame naelta maabada specifita zot, okay. Shuliflifnezabnielta bzeferl madaimberzelia, the hem shall khushlo sha and banu sha la nim shitbzeferbano. Okay, Misham Wavara Batsamla Universita, Vem Nelson Tamaabada, Kabel Professor M Nelson Tamaabada Ma'abeda Khalal Sham, Fathim Shalif Dok, it's a mash made shame ho can't shiguri maban. No, she gurium na gidmit hyperspectral man yen, ishue, it's a emishua. As the mashu man yenfanim, better mazwil October is regulatia. Ala raamat Achfanim la Vir. Yesh gem tewak kaze halal kilo regulatia, yatera gwa, bachfanim zorgwa bilanuskarba shvil October, was loratuskola khari pochfan la vir, uni.
SPEAKER_01Mulata, of dimlfhi a hok, vakshimishuri, basis kaze mi, yesh tarichla again zer ruah. Tamat uhitasekim the zerbe zerwa, of dim lfi hok, veadain, yeshit kufou chief shall we scarib October, bikarzekore, regulat me halala node, kali sholo taki, tmidish tha shetakhvirish a surli canal, theimutarki look, mashanimvi na surli lachottak shall le shettak shall forta without surlich totlet salach fanitzilmishelote. Kazi katahvirish. Avi nigma shetahalanal and miqbalakaza.
SPEAKER_02Enigbala, sh Tamidomal space, space is hard, we bamikirafkachvanim is hard, the space ni outkal. Yeah, the the pateah, Israeli, nirkesha the kharaya panit America, Americans pito yon basera scale Israel. A lag is the khatima dabid unikwa suit, the kama the kama kivrod kwa shigulavian, was she guru saf she karevelov, it fosato yase top pilot a suit the gum kwa lifne khamesrishana. Okay, a valzadain t room uh shall in orbit service today but I'd a holgam nikanes balavyan. Val zanumar sis trum salemika space situational awareness, shallavin bakal makores vivha bakalal, as Lavianim shavianim, shakami, common drahim lavin makure bakalal ki, yes comin gourmim shavimetalavyanim slamanim shel gourmi machim k de la command. Space uh situational awareness niya kamba shani machonot says a pereg bikarov, uh phenomica phenomic kilo. Phenomics.
SPEAKER_01Plann phenotyping kilo. The planned phenotyping. As la softal semi, kim ishu mm metaph nagid, asuman yeno tulavin uh genotypim saakone klaot, saakoned varim sh and pochot me vinbaim, ve yatsuloshlo pitom, kamesh mod genotyp shhuteliv dok. Azorimotam, genotyp.
SPEAKER_02Genit emtip.
SPEAKER_01Ken. Azwotzeliv dokotam, me notan loterievo, mi gadelio termaer, me amidio terlemash, kolmas si bochelos, yungam dwarimuskalim, lostam kani. Azyashlo pitom kamesh mod tsmachim kal shuruteliv dokam kolekhadeshlo lodya shalosh arba kazawot, yopa ish hal pimkot, azotla vin, tchunochil tsemach bekamut, kesh tchhonochik hashovmodlim dodna git pionyo. Twach kats out, l'tlimodo de kadbish mone baboke we hadbe by tchunota khochik shuatla ulam shlo photosynteza, sze zetifku, tuna tavodakazo chel kama tsemah jail, kim wwzimba ulama yongam shem dabrima kbeal pachman, gama dabrima la ylu chel tsemah, kumesheta gmarnu tpituach genimkil u gama grotechnika, mitachene urim she z mitkarevla yulut maksimali t ki basof kama setah kware shesh kirina shemegi azeh, shugure magbile, shlimeter miruba, shusha laf sh khavota lingwarloikanes od zew, a genetika kwa nagide gyogi ulay m sharim thochi pure mutwim vesh kaver shuomrim. Shuulaidaf ka batach la photosyntezas tumata kirina sh mijayum fsharye l'ya ilta ta'ali haze. Khewbing nagit kmoyo tam zait, kho kerpo, az le chaperta ta' ta yhole t'hai t.
SPEAKER_02Machem.
SPEAKER_01Le chapera ta taliha photosynteti. Kulu le chaperta yi luchelo. Nasot lalechli ki wunim kaele. Gam shemik zui, ya viv, viva kher, vad nit to fito, nenasot lavin ech photosyntesi holal shta perz. Tomat lavin, la fien thu no t. La fienotan, vesh tvarimed dot nagid shel rak mulihut pionyo dot medaktera, mat medimathu mach shir lok, kama shal lokehovrim la temhabah, daka, sh time belakats. As kama shha sotkailemathaim, opa echha shaloshha vodaakha tono zebelachhat. Okay, kilu dakakilo de medida na gid dakas. Gaqla sodkale mathaim, the shalosho. Okay. Twefulasot fipfi kilo zavodakasha. Ve yeshm tchunota khot, sh tchunochik shot le photosynteza na gid sh medidai, mach shir muka, ve ako z medidai khatisha. Azhne mach shirim odedim shmone medidot beyong. Azimatzlikim la sot leze chholeta aracha, ifun built yar sani, zenagida plant phenotyping, shall tchunot mistuye mutat azze khol lazor, le mishu shirotzeleta peh, velezaut, tamivneget mata vodanjmasit karmu shal woi sadeh beachadin twiikapeleg, oisadeza student, tswikapeleg ho ker, iben sadehukri, azle khaber bena meida spektrali, shumaf share la tetit kolefamoto, elfilkota e liom, baz samimitam meida zh phenotipit mare him tathuna, me pilimutal kola khilkote, lorakala meashinim de dubi shwelta model, baz mehhabrimezzel, mivnea genetic alkohol. Dimla sot, shomat okay, shusaman geneticula tuna, him zanimsa isikavoshuna zot egg voita. Zha zimla zit ka za kivun batsem. Zha tachanachnuv dimbo, uh. Kilo zraim, the mathilbasofad, azhlavim shelatipwach, relevant. Lamad with the baderech, azhilkochem temachihad, kdelim, asbala, met of relevant. Beto, erwa zeshla tipuch.
SPEAKER_02Azkar shulha, tzad shel khklaut medayeket, as shamayom kse tractor, autonomi, no sea basade, or kse marehet o lehet ve mashka, bezrat khlaut madayaket, ormai resessed, bezrat kha klaut madayaket, ek so, kabaletai shrot mi lavian, o shizimare, kazi chim kabelet malavan vavirala la robottim se bashetak kenaknu. Latlaim odvod kalim robotim kale bashetak.
SPEAKER_01The camera call colianchel autonomia, the kanire patrukwa orbesman the colian yanchel hasim GPS, she's cardakem the ru traumatia, you know it more bagolan, it's uh nusham bout trot, we'll be swam dvarim, kilum kanu boutrot, will be swallem kitim shallam, as soot dvarimadim, gps.
SPEAKER_02Mkiblub Msriam, we're not aware, Mr. Bersha Marachotashkaya are you of dot kilo, M to M, machine to machine.
SPEAKER_01Iomchodnagi tractor must fame, I'm hot naked, roboting ping pong tanim, bedechl gidulimashim raitil fachot, you did moim sakini, moim laser waim colmine she tot, mish barit mashanize ran lati, mister clot, but so fun, sec bathomazel tipulbe niula savim raim, lobedrahim shallbitimel bedrachim machirot, raim so klikas and laser sabi. Yeshmatlemash meza, viorim laser, sofi, mkolm dvarimesheshulumin dvarimesh, pritzim shelmay mut him kolega, ketash azesh dvarima el shostim, azesh risusim shelakhvanut bazedavka, of dotchal resource meduyak nam kimeshadesh elem shel the elf dunam, avalasavim lomisudarim la t koltemach pechimbedechlakhemachadel mefitzraim le shana bave or chana traktor kheshaznit bakimodzraim, azemit pazerlechhi khtamimkel, azimiat'sri meshwachfan y khasit katan mipui shelasadeh, ve alze alamipuyaze la sadeh, mevinim fesha savim, az ifsha gamra sese traktor, o gamfan resource shiachholagia, raklame kumote, le khala la kolve gamet zema alim le chalal, the voodal le dati shel yafit coin misarda kha cloot, we gami me mshlome arond the student, we mochafim shi shovdim shamsh eluiz le chalal to machilla sotatil shelavine h tipulba savin the gamran le datati moravze, derh dere chalal, to matlo ki mashu zaminu ter od pamik baloch la khalal z anano tall nekai level, betrih lipola lazmana na khon. Zhainyan. Mme pchina dishunim, azhkudoche mecanil pachot bedeha isumima lanagitrakt oresh khaklai ba badarom, shudalatet khankan liasem khankan lo khit basade. Wachesh bavim ma'ikal kam shanimvin fhachodbar, sudalatet, beme kumochunimbasadeh, dishun yesod la karka, khankan beramota chhut. We u said al tashtich elma potevul o khlatochelo, shhu ech shume kir tashetah, twa twe chholatet la la sotedze, thepochotkashul la chalal, nachmushatfimtopula ke de la vinek machal, echatzemachaknira, kumtalim gamlifneaona, nothakarka niirit la vinita ezurim, bo lamshla kakluteh munachinikra ezuremim shak, kimasadelo akida zalat, ymeh poizor choliv epoizor lochhole niye chole na helkohda kherem, kinat matailash kot, zenagita khulila skot pa'mahim bezmanje zesh kiwe kado ezraimla simpoze, kolmi parametrim asedarom bezrat lavian masternetal.
SPEAKER_02La university goofy technological.
SPEAKER_01So grim polygon katan. As the lokes man, an Achmukenbo Lam Shellay, can ich bewusst. Lineari Fut Sadehad, Tecael Cola Shishasa, Tivdokala Sadesh Abba Huds, and the other thing.
SPEAKER_02Today, today we have a podcast. Bye bye.