{"id":94130,"date":"2024-09-30T16:29:50","date_gmt":"2024-09-30T16:29:50","guid":{"rendered":"https:\/\/crismob.com\/?p=94130"},"modified":"2026-08-18T19:38:09","modified_gmt":"2026-08-18T19:38:09","slug":"putnu-identifikacijas-lietotnes","status":"publish","type":"post","link":"https:\/\/crismob.com\/lv\/aplicativos-para-identificacao-de-aves\/","title":{"rendered":"Putnu atpaz\u012b\u0161anas lietotnes: k\u0101 pareizi identific\u0113t sugas"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Putnu identific\u0113\u0161ana, izmantojot mobilo t\u0101lruni, ir viena no autom\u0101tisk\u0101s atpaz\u012b\u0161anas lietotn\u0113m, kas praks\u0113 darbojas vislab\u0101k. At\u0161\u0137ir\u012bb\u0101 no citiem sol\u012bjumiem, \u0161eit tehnolo\u0123ija patie\u0161\u0101m darbojas \u2014 ja vien zin\u0101t, k\u0101 interpret\u0113t rezult\u0101tu attiec\u012bb\u0101 uz to, kas tas ir: a <strong>ieteikums<\/strong>, ar zin\u0101mu p\u0101rliec\u012bbu, nevis spriedumu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0160aj\u0101 rokasgr\u0101mat\u0101 ir paskaidrots, k\u0101 darbojas atpaz\u012b\u0161ana, kuras lietotnes ir \u012bstas un uzticamas, un k\u0101 apstiprin\u0101t sugu, ja rodas \u0161aubas par identifik\u0101ciju.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">K\u0101 darbojas atpaz\u012b\u0161ana<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">P\u0113c att\u0113la<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Lietotne sal\u012bdzina \u0137erme\u0146a kont\u016bru, kr\u0101su rakstu un proporcijas ar modeli, kas apm\u0101c\u012bts, izmantojot t\u016bksto\u0161iem ekspertu identific\u0113tu fotoatt\u0113lu. T\u0101 izmanto ar\u012b j\u016bsu atra\u0161an\u0101s vietu un datumu, jo iesp\u0113jamo sugu saraksts noteikt\u0101 kartes punkt\u0101 konkr\u0113t\u0101 m\u0113nes\u012b iev\u0113rojami samazina kandid\u0101tu kl\u0101stu.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pa st\u016bri<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">J\u016bs ierakst\u0101t da\u017eas sekundes audio, un modelis sal\u012bdzina ska\u0146as modeli ar vokaliz\u0101ciju bibliot\u0113ku. Vid\u0113, kur vienlaikus dzied daudzas sugas, vai ar satiksmes un v\u0113ja troksni, precizit\u0101tes l\u012bmenis samazin\u0101s \u2014 ir v\u0113rts ierakst\u012bt tuv\u0101k un klus\u0101k\u0101 laik\u0101.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Lietotnes, kas past\u0101v un darbojas<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Merlin Bird ID<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Kornela Universit\u0101tes Ornitolo\u0123ijas laboratorijas izstr\u0101d\u0101t\u0101 lietotne ir etalons sav\u0101 kategorij\u0101. T\u0101 identific\u0113 putnus p\u0113c fotoatt\u0113la, ska\u0146as un raksturlielumu anketas, k\u0101 ar\u012b nodro\u0161ina faktu lapas ar aprakstiem, uzved\u012bbu un izplat\u012bbu. Play veikal\u0101 tai ir viens no augst\u0101kajiem v\u0113rt\u0113jumiem starp dabas lietotn\u0113m ar vair\u0101k nek\u0101 170\u00a0000 atsauksm\u0113m. T\u0101 darbojas, izmantojot re\u0123ion\u0101l\u0101s datu paketes, kuras lejupiel\u0101d\u0113jat pirms do\u0161an\u0101s dab\u0101, \u013caujot to lietot bezsaist\u0113.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">eBird<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ar\u012b \u0161\u012b ir nov\u0113rojumu re\u0123istr\u0113\u0161anas platforma no Kornela laboratorijas. T\u0101 nav paredz\u0113ta identifik\u0101cijai: t\u0101 ir paredz\u0113ta, lai atz\u012bm\u0113tu redz\u0113to, kur un kad, papildinot vienu no pasaules liel\u0101kaj\u0101m biolo\u0123isk\u0101s daudzveid\u012bbas datub\u0101z\u0113m. T\u0101 labi sader ar Merlin \u2014 viens identific\u0113, otrs re\u0123istr\u0113.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">BirdNET<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0160is p\u0113tniec\u012bbas projekts, kas v\u0113rsts uz prec\u012bzu identifik\u0101ciju, ir Kornela laboratorijas un Kemnicas Tehnolo\u0123iju universit\u0101tes V\u0101cij\u0101 sadarb\u012bbas projekts. Tas re\u0123istr\u0113 saucienus, apstr\u0101d\u0101 datus un atgrie\u017e visticam\u0101ko sugu. Ieraksti sniedz ieguld\u012bjumu izplat\u012bbas un sezonalit\u0101tes p\u0113t\u012bjumos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">iNaturalist<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tas aptver ne tikai putnus: faunu un floru kopum\u0101. Autom\u0101tisk\u0101 att\u0113lu ieteik\u0161ana ir tikai s\u0101kums \u2014 galven\u0101 at\u0161\u0137ir\u012bba ir kopiena, kas p\u0101rskata un apstiprina identifik\u0101cijas. Ieraksts, ko apstiprin\u0101ju\u0161i vair\u0101ki lietot\u0101ji, ieg\u016bst kvalit\u0101tes statusu p\u0113tniec\u012bb\u0101 un to s\u0101k izmantot zin\u0101tnieki.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Audubon putnu ce\u013cvedis<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nacion\u0101l\u0101s Audubon biedr\u012bbas digit\u0101ls lauka ce\u013cvedis, kas koncentr\u0113jas uz Zieme\u013camerikas sug\u0101m. Noder\u012bgs k\u0101 uzzi\u0146as avots, maz\u0101k noder\u012bgs putnu v\u0113rot\u0101jiem Braz\u012blij\u0101.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Robe\u017eas, kuras ir v\u0113rts zin\u0101t<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tas ir ieteikums, nevis p\u0101rliec\u012bba.<\/strong> Lietotnes kandid\u0101tus att\u0113lo varb\u016bt\u012bbas sec\u012bb\u0101. L\u012bdz\u012bgas sugas \u2014 un Braz\u012blij\u0101 ir daudz \u0161\u0101du grupu \u2014 sarakst\u0101 bie\u017ei par\u0101d\u0101s kop\u0101.<\/li>\n<li><strong>Re\u0123ion\u0101lais p\u0101rkl\u0101jums ir nevienm\u0113r\u012bgs.<\/strong> Mode\u013ci tika apm\u0101c\u012bti ar vair\u0101k datiem no da\u017eiem re\u0123ioniem nek\u0101 no citiem. Braz\u012blijas sug\u0101m, kuras tiek ret\u0101k fotograf\u0113tas, ir zem\u0101ks precizit\u0101tes l\u012bmenis.<\/li>\n<li><strong>Slikta fotogr\u0101fija noved pie slikta min\u0113juma.<\/strong> Putns, kas tiek tur\u0113ts pret gaismu, nav fokus\u0101 vai ir p\u0101r\u0101k t\u0101lu, nesniedz modelim pietiekami daudz inform\u0101cijas.<\/li>\n<li><strong>Apspalvojums ir at\u0161\u0137ir\u012bgs.<\/strong> Jaunie \u012bpat\u0146i, m\u0101t\u012btes un pieaugu\u0161ie \u012bpat\u0146i, kas maina spalvas, var izskat\u012bties diezgan at\u0161\u0137ir\u012bgi no sugas &quot;klasisk\u0101&quot; t\u0113la.<\/li>\n<li><strong>Dzied\u0101\u0161ana ietver dialektu un atdarin\u0101\u0161anu.<\/strong> Da\u017ei putni atdarina citas sugas, kas mulsina pat pieredz\u0113ju\u0161us nov\u0113rot\u0101jus.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">K\u0101 apstiprin\u0101t identifik\u0101ciju<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Nov\u0113rojiet ne tikai kr\u0101su: relat\u012bvo izm\u0113ru, kn\u0101bja formu, astes garumu, lidojuma modeli un uzved\u012bbu.<\/li>\n<li>Piev\u0113rsiet uzman\u012bbu videi. Bl\u012bvos me\u017eos, nomal\u0113, atkl\u0101t\u0101 lauk\u0101, purv\u0101 un pils\u0113tvid\u0113 ir da\u017e\u0101das kopienas.<\/li>\n<li>Sal\u012bdziniet to ar \u0123eogr\u0101fisko izplat\u012bbu. Ja ieteikt\u0101 suga j\u016bsu re\u0123ion\u0101 nav sastopama, iesp\u0113jams, t\u0101 nav \u0161\u012b suga.<\/li>\n<li>Sal\u012bdziniet ar lietotnes lauka ce\u013cvedi, apl\u016bkojot l\u012bdz\u012bg\u0101s sugas, kas uzskait\u012btas faktu lap\u0101.<\/li>\n<li>Public\u0113jiet ierakstu platform\u0101 ar kopienas p\u0101rskat\u012b\u0161anu un pie\u0146emiet labojumu, kad tas tiks sa\u0146emts.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Laba lauka prakse<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Neizmantojiet dziesmu atska\u0146o\u0161anu putnu pievilin\u0101\u0161anai vairo\u0161an\u0101s sezon\u0101: tas izspie\u017e dz\u012bvnieku no ligzdas un nevajadz\u012bgi t\u0113r\u0113 t\u0101 ener\u0123iju.<\/li>\n<li>Iev\u0113rojiet distanci. Labu fotoatt\u0113lu var ieg\u016bt ar paciet\u012bbu un labu apgaismojumu, nevis ar tuvpl\u0101niem, kas cilv\u0113kus p\u0101rbied\u0113.<\/li>\n<li>Nebarojiet savva\u013cas putnus, lai tie uz tiem aps\u0113stos.<\/li>\n<li>Iev\u0113rojiet nor\u0101des aizsarg\u0101jam\u0101s teritorij\u0101s un priv\u0101t\u0101s zon\u0101s.<\/li>\n<li>Pirms do\u0161an\u0101s ce\u013c\u0101 lejupiel\u0101d\u0113jiet re\u0123ion\u0101l\u0101s datu paketes, jo apgabalos ar visvair\u0101k putniem bie\u017ei vien ir slikts sign\u0101ls.<\/li>\n<\/ul>\n\n\n<h2>K\u0101p\u0113c dzied\u0101\u0161ana cilv\u0113ku identific\u0113 lab\u0101k nek\u0101 fotogr\u0101fija?<\/h2>\n<p>Tas ir nelo\u0123iski un maina veidu, k\u0101 j\u016bs izmantojat \u0161\u012bs lietotnes. Att\u0113lu atpaz\u012b\u0161ana balst\u0101s uz skaidru maza dz\u012bvnieka fotoatt\u0113lu kust\u012bb\u0101, bie\u017ei vien no aizmugures apgaismotu un lapotnes vid\u016b. Ska\u0146as atpaz\u012b\u0161ana balst\u0101s tikai uz putnu dzied\u0101\u0161anu.<\/p>\n<p>Turkl\u0101t dzied\u0101\u0161ana sniedz vair\u0101k at\u0161\u0137iro\u0161as inform\u0101cijas nek\u0101 izskats:<\/p>\n<ul>\n<li><strong>L\u012bdz\u012bgas sugas dzied at\u0161\u0137ir\u012bgi.<\/strong> Putniem, kas izskat\u0101s gandr\u012bz identiski, bie\u017ei ir \u013coti at\u0161\u0137ir\u012bgi saucieni \u2014 t\u0101 tie atpaz\u012bst viens otru.<\/li>\n<li><strong>Dziesma skan tums\u0101 un bl\u012bv\u0101 me\u017e\u0101.<\/strong>, kur fotograf\u0113t nav iesp\u0113jams.<\/li>\n<li><strong>Vien\u0101 ierakst\u0101 var b\u016bt vair\u0101kas sugas.<\/strong> vienlaikus, un lietojumprogrammas atdal\u0101s.<\/li>\n<\/ul>\n<p>Ska\u0146as ierobe\u017eojumi, kas ir j\u0101zina: v\u0113j\u0161 un teko\u0161s \u016bdens ir \u013coti trauc\u0113jo\u0161i; putnu, kas izdod tikai \u012bsus saucienus, ir gr\u016bt\u0101k identific\u0113t nek\u0101 putnu, kas dzied sec\u012bgi; un ir vokaliz\u0101cijas, kas at\u0161\u0137iras pa re\u0123ioniem, piem\u0113ram, akcents, kas mulsina modeli.<\/p>\n\n<h2>Ko lietotne neaizst\u0101j<\/h2>\n<ul>\n<li><strong>\u0122eogr\u0101fiskais konteksts.<\/strong> Tas ir vissp\u0113c\u012bg\u0101kais un visvair\u0101k ignor\u0113tais filtrs. Suga, kas nav sastopama j\u016bsu re\u0123ion\u0101, gandr\u012bz noteikti nav pareiz\u0101 atbilde, lai cik l\u012bdz\u012bga t\u0101 b\u016btu. Vienm\u0113r nor\u0101diet atra\u0161an\u0101s vietu.<\/li>\n<li><strong>Gada laiks.<\/strong> Migr\u0113jo\u0161ais putns ir kl\u0101t tikai noteiktos m\u0113ne\u0161os, un tas vai nu izsl\u0113dz, vai apstiprina pie\u0146\u0113mumus.<\/li>\n<li><strong>Vide.<\/strong> \u0160\u012b suga, kas sastopama bl\u012bvos me\u017eos, nav sastopama atkl\u0101tos laukos. Dz\u012bvotne, kur\u0101 j\u016bs to redz\u0113j\u0101t, ir sp\u0113c\u012bgs pier\u0101d\u012bjums.<\/li>\n<li><strong>Main\u012bga spalva.<\/strong> Jaunas m\u0101t\u012btes un t\u0113vi\u0146i var b\u016bt tik at\u0161\u0137ir\u012bgi, ka tie \u0161\u0137iet at\u0161\u0137ir\u012bgas sugas, un modelis bie\u017ei vien pareizi identific\u0113 pieaugu\u0161o t\u0113vi\u0146u, bet p\u0101r\u0113jos identific\u0113 nepareizi.<\/li>\n<li><strong>Putns nebr\u012bv\u0113 vai izb\u0113gis<\/strong>, kas var par\u0101d\u012bties piln\u012bgi \u0101rpus t\u0101 dabisk\u0101 izplat\u012bbas are\u0101la.<\/li>\n<\/ul>\n<p>\u012ak\u0161\u0137a noteikums: <strong>Uztveriet ieteikumu k\u0101 hipot\u0113zi, nevis k\u0101 atbildi.<\/strong> Apstiprin\u0101\u0161ana ar re\u0123ion\u0101lo gidu, sugas zin\u0101m\u0101s izplat\u012bbas apsv\u0113r\u0161ana un konsult\u0113\u0161an\u0101s ar pieredz\u0113ju\u0161u speci\u0101listu ir tas, kas min\u0113jumus p\u0101rv\u0113r\u0161 identific\u0113\u0161an\u0101.<\/p>\n\n<h2>Lauka \u0113tika: kas nav j\u0101dara, lai ieg\u016btu re\u0123istr\u0101ciju.<\/h2>\n<p>\u0160is ir punkts, kas at\u0161\u0137ir nov\u0113ro\u0161anu no trauc\u0113jumiem, un ir v\u0113rts to skaidri pateikt:<\/p>\n<ul>\n<li><strong>Neizmantojiet putnu dziesmu ierakstus, lai pievilin\u0101tu putnu.<\/strong> \u0160\u012b metode darbojas, jo putns to uztver k\u0101 teritori\u0101lu iebrukumu un st\u0101jas pret\u012b s\u0101ncensim. Tas atk\u0101rtoti nogurdina dz\u012bvnieku, at\u0146em baro\u0161an\u0101s laiku un var likt tam pamest ligzdu. Vairo\u0161an\u0101s sezon\u0101 un apdraud\u0113to sugu gad\u012bjum\u0101 t\u0101 ir \u012bpa\u0161i kait\u012bga, un ir dabas aizsardz\u012bbas vien\u012bbas, kur \u0161\u012b prakse ir aizliegta.<\/li>\n<li><strong>Netuvojieties ligzdai.<\/strong> Cilv\u0113ka kl\u0101tb\u016btne pievilina pl\u0113s\u0113jus ar atst\u0101taj\u0101m p\u0113d\u0101m, pat p\u0113c tam, kad esat prom.<\/li>\n<li><strong>Nebarot<\/strong> Lai uz\u0146emtu fotoatt\u0113lu. Tas maina dz\u012bvnieka uzved\u012bbu, uzturu un izplat\u012bbu.<\/li>\n<li><strong>Nelietojiet zibspuldzi.<\/strong>, \u012bpa\u0161i ar naktsputniem.<\/li>\n<li><strong>Esiet uzman\u012bgi, public\u0113jot prec\u012bzu savu atra\u0161an\u0101s vietu.<\/strong> Retas vai apdraud\u0113tas sugas: inform\u0101cija sasniedz tos, kas t\u0101s notver tirdzniec\u012bbai. Vair\u0101kas re\u0123istr\u0113\u0161anas lietotnes \u013cauj sl\u0113pt koordin\u0101tas \u2014 ir v\u0113rts t\u0101s izmantot.<\/li>\n<\/ul>\n\n<h2>J\u016bsu re\u0123istr\u0101cijai ir zin\u0101tniska v\u0113rt\u012bba.<\/h2>\n<p>Viena deta\u013ca, kas pie\u0161\u0137ir hobijam citu noz\u012bmi: nov\u0113rojumu ierakst\u012b\u0161anas platformas baro... <strong>datub\u0101zes, ko izmanto p\u0113tniec\u012bb\u0101 un saglab\u0101\u0161an\u0101<\/strong>. Ieraksts ar datumu, atra\u0161an\u0101s vietu, sugu un pier\u0101d\u012bjumiem \u2014 fotoatt\u0113lu vai audio \u2014 k\u013c\u016bst par izplat\u012bbas datiem.<\/p>\n<p>Lai j\u016bsu re\u0123istr\u0101cija b\u016btu noder\u012bga:<\/p>\n<ol>\n<li>Zi\u0146ojums <strong>datums, laiks un vieta<\/strong> ar precizit\u0101ti.<\/li>\n<li>Pievienot <strong>pier\u0101d\u012bjumi<\/strong>Pat slikta fotogr\u0101fija vai trok\u0161\u0146aina ska\u0146a pal\u012bdz valid\u0101cij\u0101.<\/li>\n<li>Re\u0123istr\u0113ties <strong>cik daudz indiv\u012bdu<\/strong> Tu redz\u0113ji, ne tikai sugu.<\/li>\n<li>Nelabojiet identifik\u0101ciju uz to, &quot;k\u0101, j\u016bsupr\u0101t, tai vajadz\u0113tu b\u016bt&quot; \u2014 atst\u0101jiet p\u0101rskat\u012b\u0161anu validatora zi\u0146\u0101.<\/li>\n<li>T\u0101pat pierakstiet, kas ir izplat\u012bts. Bie\u017ei sastopamas sugas neesam\u012bba vai p\u0101rpiln\u012bba ir tikpat noder\u012bga inform\u0101cija k\u0101 t\u0101s retums.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Bie\u017ei uzdotie jaut\u0101jumi<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Vai lietotnes darbojas bez interneta?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Merlin darbojas, ja vispirms lejupiel\u0101d\u0113jat re\u0123ion\u0101lo pakotni, kas atbilst apgabalam, kur\u0101 veiksiet nov\u0113rojumus. \u0160aj\u0101 lejupiel\u0101d\u0113 ir iek\u013cauti fotoatt\u0113li, ska\u0146as un inform\u0101cijas lapas par sug\u0101m \u0161aj\u0101 re\u0123ion\u0101. Savuk\u0101rt ierakst\u012b\u0161anas platformas parasti saglab\u0101 nov\u0113rojumus lok\u0101li un sinhroniz\u0113 tos, kad ir izveidots savienojums.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Vai vi\u0146i identific\u0113 Braz\u012blijas sugas?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">J\u0101, bet ar nevienm\u0113r\u012bgu veiktsp\u0113ju. Mode\u013ci m\u0101c\u0101s no t\u0101, kas ir fotograf\u0113ts un ierakst\u012bts, un re\u0123ioni ar vair\u0101k nov\u0113rot\u0101jiem \u0123ener\u0113 vair\u0101k datu. Bie\u017ei sastopam\u0101m sug\u0101m pils\u0113tu teritorij\u0101s un labi nosegtos re\u0123ionos ir laba precizit\u0101tes pak\u0101pe; reti putni vai tie, kas dz\u012bvo reti apmekl\u0113t\u0101s vid\u0113s, ir maz\u0101k p\u0101rst\u0101v\u0113ti.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Vai bl\u012bv\u0101 me\u017e\u0101 varu uztic\u0113ties pareizai identifik\u0101cijai?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ar atrun\u0101m. R\u012btausmas kor\u012b, kad vienlaikus dzied vair\u0101kas sugas, modelis m\u0113dz uzskait\u012bt vair\u0101kus kandid\u0101tus ar zemu ticam\u012bbas pak\u0101pi. Ierakstiet \u012bsus fragmentus, p\u0113c iesp\u0113jas tuv\u0101k avotam, un dodiet priek\u0161roku br\u012b\u017eiem, kad vokaliz\u0113 tikai viens putns.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">K\u0101 es varu dot ieguld\u012bjumu zin\u0101tn\u0113, balstoties uz saviem nov\u0113rojumiem?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dokument\u0113jot redz\u0113to platform\u0101s, kas koplieto datus ar p\u0113tniekiem, piem\u0113ram, eBird un iNaturalist, inform\u0101cijas ierakst\u012b\u0161anai ar datumiem, atra\u0161an\u0101s viet\u0101m un pievienotajiem fotoatt\u0113liem vai audio ir re\u0101la zin\u0101tniska v\u0113rt\u012bba, \u012bpa\u0161i re\u0123ionos, kuros ir nepietiekams izlases apjoms, k\u0101 tas ir liel\u0101kaj\u0101 da\u013c\u0101 Braz\u012blijas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Secin\u0101jums<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Putnu identifik\u0101cijas lietotnes ir viens no lab\u0101kajiem noder\u012bgas tehnolo\u0123ijas piem\u0113riem j\u016bsu kabat\u0101: bezmaksas, uztur\u0113tas cien\u012bjamu iest\u0101\u017eu un ar p\u0101rbaud\u0101miem rezult\u0101tiem. Merlin, eBird, BirdNET un iNaturalist aptver identifik\u0101ciju, re\u0123istr\u0101ciju un kopienas p\u0101rskatus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Izmantojiet tos k\u0101 s\u0101kumpunktu, nevis k\u0101 gal\u012bgo atbildi. Identifik\u0101ciju apstiprina ska\u0146as, att\u0113la, vides, uzved\u012bbas un izplat\u012bbas apvienojums \u2014 un tie\u0161i \u0161is process p\u0101rv\u0113r\u0161 zi\u0146k\u0101r\u012bgu cilv\u0113ku par putnu v\u0113rot\u0101ju.<\/p>\n\n\n<h2>Las\u012bt ar\u012b<\/h2>\n<ul>\n<li><a href=\"https:\/\/crismob.com\/lv\/aplicativo-de-balanca-de-aves-controle-e-pesagem-precisa-pelo-celular\/\">M\u0101jputnu svari: k\u0101 kontrol\u0113t partijas svaru, izmantojot mobilo t\u0101lruni<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lv\/bezmaksas-lietotnes-liellopu-sversanai-1\/\">Bezmaksas lietotnes liellopu sv\u0113r\u0161anai: kas ir bez maksas un kas nav<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lv\/lietotne-liellopu-sversanai-atklajiet-bezmaksas-riku-izmantosanas-prieksrocibas-lauka\/\">Lietotne liellopu sv\u0113r\u0161anai: re\u0101las priek\u0161roc\u012bbas un m\u012bti par lauku<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lv\/bezmaksas-lietotnes-kaku-sversanai\/\">K\u0101 nosv\u0113rt ka\u0137i m\u0101j\u0101s: pareiz\u0101 metode un lietotnes loma<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lv\/lietotne-kaku-fotografesanai\/\">Lietotne ka\u0137u fotograf\u0113\u0161anai: ska\u0146as, gaisma un kas darbojas<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lv\/bezmaksas-lietotnes-dzivnieku-sversanai\/\">Bezmaksas lietotnes dz\u012bvnieku sv\u0113r\u0161anai: ko t\u0101s paties\u012bb\u0101 dara<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Identificar aves com o celular \u00e9 uma das aplica\u00e7\u00f5es de reconhecimento autom\u00e1tico que mais funcionam na pr\u00e1tica. Diferente de outras promessas por a\u00ed, aqui a tecnologia\u2026<\/p>","protected":false},"author":1,"featured_media":94131,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_revidia_rewards_active":"","footnotes":""},"categories":[3,4],"tags":[48,18,53,47,49],"class_list":["post-94130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dicas","category-fotos","tag-android","tag-aplicativo","tag-apligativo-gratis","tag-celular-2","tag-ios"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Aplicativos para Identifica\u00e7\u00e3o de Aves: Como Acertar a Esp\u00e9cie - Crismob<\/title>\n<meta name=\"description\" content=\"Reconhecimento por foto e por canto funciona bem, mas dentro de limites. 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