{"id":35025,"date":"2019-10-31T22:01:53","date_gmt":"2019-10-31T19:01:53","guid":{"rendered":"https:\/\/prohoster.info\/blog\/tehnicheskaya-realizatsiya-metoda-teplovyh-potentsialov-dlya-analiza-territorij\/"},"modified":"2019-10-31T22:01:53","modified_gmt":"2019-10-31T19:01:53","slug":"tehnicheskaya-realizatsiya-metoda-teplovyh-potentsialov-dlya-analiza-territorij","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/tehnicheskaya-realizatsiya-metoda-teplovyh-potentsialov-dlya-analiza-territorij","title":{"rendered":"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/d19db92a7b3ab4a9fcc4f5f9092c0799.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nN\u00eb publikimin e par\u00eb (<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/446222\/\">P\u00ebrdorimi i potencialeve t\u00eb nxeht\u00ebsis\u00eb p\u00ebr analiz\u00ebn e territoreve.<\/a><\/noindex>) ne treguam se si mund t\u00eb p\u00ebrdorim potencialet termike p\u00ebr t\u00eb analizuar territoret, n\u00eb p\u00ebrgjith\u00ebsi. N\u00eb publikimet e ardhshme ishte planifikuar t\u00eb p\u00ebrshkruhej si ruhet informacioni mbi objektet hap\u00ebsinore n\u00eb databaza, si nd\u00ebrtohen modelet nga komponent\u00ebt kryesor\u00eb dhe cilat detyra t\u00eb analiz\u00ebs s\u00eb territoreve mund t\u00eb jen\u00eb. Por p\u00ebr gjith\u00e7ka n\u00eb rend t\u00eb duhur.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nP\u00ebrdorimi i metod\u00ebs s\u00eb potencialeve termike ofron mund\u00ebsin\u00eb p\u00ebr t\u00eb formuar nj\u00eb pamje t\u00eb p\u00ebrgjithshme mbi territorin q\u00eb na intereson. P\u00ebr shembull, duke marr\u00eb informacionin fillestar nga OSM p\u00ebr qytetin e Barcelona (Catalunya), dhe, duke kryer nj\u00eb analiz\u00eb integruese pa seleksionimin e parametrave, mund t\u00eb marrim imazhe \"termike\" t\u00eb komponent\u00ebve kryesor\u00eb t\u00eb par\u00eb. Rreth hartave \"termike\" ne gjithashtu kemi folur n\u00eb artikullin e par\u00eb, por nuk do t\u00eb ishte e tep\u00ebrt t\u00eb kujtojm\u00eb se termi \"hart\u00eb termike\" erdhi si rezultat i dometh\u00ebnies fizike t\u00eb potencialeve t\u00eb p\u00ebrdorura p\u00ebr analiz\u00ebn integruese. K\u00ebshtu, n\u00eb detyrat e fizik\u00ebs, potenciali \u00ebsht\u00eb temperatura, nd\u00ebrsa n\u00eb detyrat e analiz\u00ebs s\u00eb territoreve, potenciali paraqet ndikimin e p\u00ebrgjithsh\u00ebm t\u00eb t\u00eb gjitha faktor\u00ebve n\u00eb nj\u00eb pik\u00eb t\u00eb caktuar t\u00eb territorit. <\/p>\n<p>M\u00eb posht\u00eb \u00ebsht\u00eb nj\u00eb shembull i nj\u00eb \"harte termike\" t\u00eb qytetit t\u00eb Barcelona, e marr\u00eb si rezultat i analiz\u00ebs integruese.<\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/5b8e42feeae7a754e671eef9aed7af43.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>\"Harta termike\" e komponent\u00ebs s\u00eb par\u00eb kryesore, pa seleksionimin e parametrave, qyteti i Barcelona<\/i><\/p>\n<p>Por, duke vendosur ndonj\u00eb parameter t\u00eb caktuar (n\u00eb k\u00ebt\u00eb rast ne zgjodh\u00ebm industrializimin), mund t\u00eb marrim nj\u00eb \"hart\u00eb termike\" t\u00eb drejtp\u00ebrdrejt\u00eb mbi t\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/693d08444aa3ef341b09f02d50be202a.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>\"Harta termike\" e komponent\u00ebs s\u00eb par\u00eb kryesore, industrializimi, qyteti i Barcelona<\/i><\/p>\n<p>Natyrisht, detyrat e analiz\u00ebs jan\u00eb shum\u00eb m\u00eb t\u00eb gjera dhe m\u00eb t\u00eb larmishme se sa thjesht t\u00eb merrni nj\u00eb vler\u00ebsim t\u00eb p\u00ebrgjithsh\u00ebm t\u00eb territorit t\u00eb zgjedhur, prandaj si shembull n\u00eb k\u00ebt\u00eb artikull do t\u00eb shqyrtojm\u00eb detyr\u00ebn e gjetjes s\u00eb vendit m\u00eb t\u00eb mir\u00eb p\u00ebr vendosjen e nj\u00eb objekti t\u00eb ri dhe realizimin teknik t\u00eb metod\u00ebs s\u00eb potencialeve termike p\u00ebr ta zgjidhur at\u00eb, nd\u00ebrsa n\u00eb publikimet e ardhshme do t\u00eb shohim edhe t\u00eb tjera.<\/p>\n<p>Zgjidhja e detyr\u00ebs s\u00eb gjetjes s\u00eb vendit m\u00eb t\u00eb mir\u00eb p\u00ebr vendosjen e nj\u00eb objekti t\u00eb ri do t\u00eb ndihmoj\u00eb n\u00eb p\u00ebrcaktimin se sa territori \u00ebsht\u00eb \"gati p\u00ebr t\u00eb pritur\" k\u00ebt\u00eb objekt t\u00eb ri, si do t\u00eb korrelatohet me objektet e tjera q\u00eb tashm\u00eb ekzistojn\u00eb n\u00eb territor, sa i vlefsh\u00ebm do t\u00eb jet\u00eb ky objekt i ri p\u00ebr territorin dhe \u00e7far\u00eb vlerash do t\u00eb shtoj\u00eb ai.<\/p>\n<h3>Hapat e realizimit teknik<\/h3>\n<p>\nRealizimi teknik mund t\u00eb paraqitet si nj\u00eb rend t\u00eb procedurave t\u00eb ekzekutimit t\u00eb renditura m\u00eb posht\u00eb:<\/p>\n<ol>\n<li>P\u00ebrgatitja e mjedisit informatik.<\/li>\n<li>K\u00ebrkimi, mbledhja dhe p\u00ebrpunimi i informacionit fillestar.<\/li>\n<li>Nd\u00ebrtimi i nj\u00eb rrjeti nyjesh n\u00eb territorin e analizuar.<\/li>\n<li>Ndarja e faktor\u00ebve t\u00eb territorit n\u00eb fragmente.<\/li>\n<li>Kalkulimi i potencialeve nga faktor\u00ebt.<\/li>\n<li>Selektoni faktor\u00ebt p\u00ebr t\u00eb krijuar karakteristika tematike integruese t\u00eb territorit.<\/li>\n<li>Aplikimi i metod\u00ebs s\u00eb komponent\u00ebve kryesor\u00eb p\u00ebr marrjen e indikator\u00ebve integrues t\u00eb territorit. <\/li>\n<li>Krijimi i modeleve p\u00ebr zgjedhjen e vendit p\u00ebr nd\u00ebrtimin e nj\u00eb objekti t\u00eb ri.<\/li>\n<\/ol>\n<p><\/p>\n<h4>1 Hapi. P\u00ebrgatitja e mjedisit informatik<\/h4>\n<p>\nN\u00eb k\u00ebt\u00eb etap\u00eb \u00ebsht\u00eb e nevojshme t\u00eb zgjidhni sistemin e menaxhimit t\u00eb bazave t\u00eb t\u00eb dh\u00ebnave (SGBD), t\u00eb p\u00ebrcaktoni burimet e informacionit, m\u00ebnyrat e mbledhjes s\u00eb informacionit, volumet e informacionit t\u00eb mbledhur.<br \/>\nP\u00ebr k\u00ebt\u00eb pun\u00eb ne p\u00ebrdor\u00ebm baz\u00ebn e t\u00eb dh\u00ebnave (BD) PostgeSql, por duhet t\u00eb theksohet se \u00e7do baz\u00eb tjet\u00ebr e dh\u00ebnash q\u00eb punon me k\u00ebrkesat SQL do t\u00eb p\u00ebrshtatet.<\/p>\n<p>N\u00eb BD do t\u00eb ruhet informacioni fillestar \u2013 t\u00eb dh\u00ebna hap\u00ebsinore mbi objektet: llojet e t\u00eb dh\u00ebnave (pik\u00eb, linj\u00eb, poligon), koordinatat e tyre dhe karakteristika t\u00eb tjera (gjat\u00ebsia, sip\u00ebrfaqja, numri), si dhe t\u00eb gjitha vlerat e llogaritur q\u00eb jan\u00eb marr\u00eb si rezultat i pun\u00ebs s\u00eb kryer dhe vet\u00eb rezultatet e pun\u00ebs. <\/p>\n<p>Informacioni statistik po ashtu paraqitet si t\u00eb dh\u00ebna hap\u00ebsinore (p\u00ebr shembull, rajonet e provinc\u00ebs me t\u00eb dh\u00ebna statistike t\u00eb lidhura me k\u00ebto rajone).<\/p>\n<p>Si rezultat i p\u00ebrpunimit dhe transformimit t\u00eb informacionit fillestar t\u00eb mbledhur, krijohen tabela q\u00eb p\u00ebrmbajn\u00eb informacion mbi faktor\u00ebt linear\u00eb, pikor\u00eb dhe sip\u00ebrfaq\u00ebsor\u00eb, identifikuesit e tyre dhe koordinatat. <\/p>\n<h4>2 Hapi. K\u00ebrkimi, mbledhja dhe p\u00ebrpunimi i informacionit fillestar<\/h4>\n<p>\nSi informacion fillestar p\u00ebr zgjidhjen e k\u00ebsaj detyre p\u00ebrdorim informacionin nga burimet kartografike t\u00eb hapura q\u00eb p\u00ebrmbajn\u00eb t\u00eb dh\u00ebna mbi territorin. Lideri, sipas mendimit ton\u00eb, \u00ebsht\u00eb informacioni OSM, q\u00eb p\u00ebrdit\u00ebsohet \u00e7do dit\u00eb n\u00eb t\u00eb gjith\u00eb bot\u00ebn. Megjithat\u00eb, n\u00ebse arrijm\u00eb t\u00eb mbledhim informacion nga burime t\u00eb tjera \u2013 do t\u00eb ishte m\u00eb mir\u00eb. <br \/>\nP\u00ebrpunimi i informacionit konsiston n\u00eb p\u00ebrllogaritjen e saj n\u00eb nj\u00eb form\u00eb t\u00eb nj\u00ebtrajtshme, eliminimin e t\u00eb dh\u00ebnave t\u00eb pasakta dhe p\u00ebrgatitjen p\u00ebr ngarkimin n\u00eb baz\u00ebn e t\u00eb dh\u00ebnave.<\/p>\n<h4>3 Hapi. Nd\u00ebrtimi i rrjetit t\u00eb nyjeve n\u00eb territorin e analizuar<\/h4>\n<p>\nP\u00ebr t\u00eb siguruar vazhdueshm\u00ebrin\u00eb e territorit t\u00eb analizuar, \u00ebsht\u00eb e nevojshme t\u00eb nd\u00ebrtohet nj\u00eb rrjet mbi t\u00eb, me nyjat q\u00eb kan\u00eb koordinatat n\u00eb nj\u00eb sistem koordinatash t\u00eb caktuar. N\u00eb \u00e7do nyje t\u00eb rrjetit m\u00eb von\u00eb do t\u00eb p\u00ebrcaktohet vlera e potencialit. Kjo do t\u00eb mund\u00ebsoj\u00eb vizualizimin e zonave homogjene, klaster\u00ebve dhe rezultateve p\u00ebrfundimtare t\u00eb analiz\u00ebs.<\/p>\n<p>Var\u00ebsisht nga detyrat q\u00eb zgjidhen, jan\u00eb t\u00eb mundshme dy variante nd\u00ebrtimi t\u00eb rrjetit:<br \/>\n<i> \u2014 Rrjeti me hapje t\u00eb rregullt (S1)<\/i> \u00ebsht\u00eb nj\u00eb p\u00ebrmbledhje n\u00eb t\u00eb gjith\u00eb territorin. P\u00ebrmes tij llogariten potencialet nga faktor\u00ebt, p\u00ebrcaktohen karakteristikat integrale t\u00eb territorit (komponent\u00ebt kryesor\u00eb dhe klaster\u00ebt) dhe rezultatet e modelimit dalin. <\/p>\n<p>Gjat\u00eb zgjedhjes s\u00eb k\u00ebtij rrjeti, \u00ebsht\u00eb e nevojshme t\u00eb vendosni:<\/p>\n<ul>\n<li>hapjen e rrjetit \u2013 intervalin, n\u00ebp\u00ebrmjet t\u00eb cilit do t\u00eb vendosen nyjat e rrjetit;<\/li>\n<li>kufirin e territorit t\u00eb analizuar, i cili mund t\u00eb p\u00ebrkoj\u00eb me ndarjen administrative-territoriale, ose mund t\u00eb jet\u00eb nj\u00eb zon\u00eb n\u00eb hart\u00eb q\u00eb kufizon territorin e llogaritjes n\u00eb form\u00ebn e nj\u00eb poligoni.<\/li>\n<\/ul>\n<p>\n<i> \u2014 Rrjeti me hapje t\u00eb pap\u00ebrshtatshme (S2)<\/i> p\u00ebrshkruan pik\u00ebt e ve\u00e7anta t\u00eb territorit (p\u00ebr shembull, centroide). P\u00ebrmes tij gjithashtu llogariten potencialet nga faktor\u00ebt, p\u00ebrcaktohen karakteristikat integrale t\u00eb territorit (komponent\u00ebt kryesor\u00eb dhe klaster\u00ebt). Modelimi me komponent\u00ebt kryesor\u00eb t\u00eb llogaritur b\u00ebhet pik\u00ebrisht n\u00eb rrjetin me hapje t\u00eb pap\u00ebrshtatshme, dhe p\u00ebr visualizimin e rezultateve t\u00eb modelimit, numrat e klaster\u00ebve nga nyjat e rrjetit me hapje t\u00eb pap\u00ebrshtatshme transferohen n\u00eb nyjat e rrjetit me hapje t\u00eb rregullt sipas parimit t\u00eb af\u00ebrsis\u00eb s\u00eb koordinatave.<br \/>\nN\u00eb baz\u00ebn e t\u00eb dh\u00ebnave, informacioni mbi koordinatat e nyjeve t\u00eb rrjetit ruhet n\u00eb form\u00ebn e nj\u00eb tabel\u00eb, e cila p\u00ebr \u00e7do nyje p\u00ebrmban informacionin e m\u00ebposht\u00ebm:<\/p>\n<ul>\n<li>identifikuesin e nyj\u00ebs;<\/li>\n<li>koordinatat e nyj\u00ebs (x, y).<\/li>\n<\/ul>\n<p>\nShembuj t\u00eb rrjeteve me hapje t\u00eb rregullt n\u00eb territore t\u00eb ndryshme me hapje t\u00eb ndryshme paraqiten n\u00eb figurat m\u00eb posht\u00eb. <\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/99477d910f733cb3c73c28d3c4e0cf72.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/4c1a451c67096d8f45f218cb103081aa.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Rrjeti i mbulimit t\u00eb qytetit Nizhny Novgorod (pik\u00eb t\u00eb kuqe). Rrjeti i mbulimit t\u00eb rajonit Nizhny Novgorod (pik\u00eb t\u00eb blu).<\/i><\/p>\n<h4>4 Etapa. Ndarja e faktor\u00ebve t\u00eb territorit n\u00eb fragmente<\/h4>\n<p>\nP\u00ebr analiz\u00ebn e m\u00ebtejshme, faktor\u00ebt e shtrir\u00eb t\u00eb territorit duhet t\u00eb konvertohen n\u00eb nj\u00eb mori faktor\u00ebsh disktret, n\u00eb m\u00ebnyr\u00eb q\u00eb \u00e7do nyje e rrjetit t\u00eb p\u00ebrmbaj\u00eb informacion rreth \u00e7do faktori t\u00eb pranish\u00ebm n\u00eb t\u00eb. Faktor\u00ebt linear ndahen n\u00eb segmente, nd\u00ebrsa ata sip\u00ebrfaq\u00ebsor\u00eb n\u00eb fragmente. <\/p>\n<p>Hapi i ndarjes zgjidhet n\u00eb baz\u00eb t\u00eb sip\u00ebrfaqes s\u00eb territorit dhe specifik\u00ebs s\u00eb faktor\u00ebve; p\u00ebr sip\u00ebrfaqe t\u00eb m\u00ebdha (rajoni) hapi i ndarjes mund t\u00eb jet\u00eb 100-150 m, p\u00ebr territore m\u00eb t\u00eb vogla (qytetet) hapi i ndarjes mund t\u00eb jet\u00eb 25-50 m.<\/p>\n<p>N\u00eb baz\u00ebn e t\u00eb dh\u00ebnave, informacioni mbi rezultatet e ndarjes ruhet n\u00eb form\u00ebn e nj\u00eb tabele, e cila p\u00ebr \u00e7do fragment p\u00ebrmban informacionin e m\u00ebposht\u00ebm:<\/p>\n<ul>\n<li>identifikuesin e faktor\u00ebve;<\/li>\n<li>koordinatat e centroideve t\u00eb fragmenteve t\u00eb ndara (x, y);<\/li>\n<li>gjat\u00ebsia\/sip\u00ebrfaqja e fragmenteve t\u00eb ndara.<\/li>\n<\/ul>\n<p><\/p>\n<h4>5 Etapa. Llogaritja e potencialeve nga faktor\u00ebt<\/h4>\n<p>\nNj\u00eb nga qasjet e mundshme dhe t\u00eb qarta p\u00ebr analiz\u00ebn e informacionit fillestar \u00ebsht\u00eb t\u00eb shqyrtojm\u00eb faktor\u00ebt si potencialet nga objektet e ndikimit. <\/p>\n<p>Ne do t\u00eb p\u00ebrdorim zgjidhjen themelore t\u00eb ekuacionit t\u00eb Laplace p\u00ebr rastin dy-dimensional \u2013 logaritmin e distanc\u00ebs nga pika. <\/p>\n<p>Duke marr\u00eb parasysh k\u00ebrkesat p\u00ebr vler\u00ebn p\u00ebrfundimtare t\u00eb potencialit n\u00eb zero dhe kufizimin e vler\u00ebs s\u00eb potencialit n\u00eb distanca t\u00eb m\u00ebdha, potenciali p\u00ebrcaktohet si m\u00eb posht\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/73b9a156db3a16190eaf33bccbcd72ab.jpg\" style=\"display:block;margin: 0 auto;\" \/> kur r&lt;r1 <b>(1)<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/bbb3d9e67133d39fd6cca9e65865843e.jpg\" style=\"display:block;margin: 0 auto;\" \/> kur r2&gt;r&gt;=r1 <\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/14fbacb728a663267886a88fae5ada96.jpg\" style=\"display:block;margin: 0 auto;\" \/> kur r&gt;=r2<\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/2f5740a1f2baaec49d1bcdad7bf7fc90.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Forma e potencialit t\u00eb ndikimit nga nj\u00eb objekt pikor<\/i><\/p>\n<p>Funksioni logaritmik duhet t\u00eb kufizohet n\u00eb zero dhe t\u00eb kufizohet n\u00eb nj\u00eb distanc\u00eb t\u00eb arsyeshme nga faktor\u00ebt. N\u00ebse nuk vendosim kufizime t\u00eb potencialit n\u00eb distanca t\u00eb m\u00ebdha nga faktori, do t\u00eb duhej t\u00eb merrnim parasysh nj\u00eb sasi t\u00eb madhe informacioni t\u00eb larg\u00ebt nga pika e analiz\u00ebs, e cila nuk ka praktike ndikim n\u00eb analiz\u00eb. Prandaj, ne vendosim nj\u00eb madh\u00ebsi t\u00eb rrethit t\u00eb veprimit t\u00eb faktor\u00ebve, p\u00ebrtej t\u00eb cilit kontribuimi n\u00eb potencialin nga faktori \u00ebsht\u00eb zero.<\/p>\n<p>P\u00ebr qytetin, madh\u00ebsia e rrethit t\u00eb veprimit t\u00eb faktor\u00ebve merret si nj\u00eb gjysm\u00eb ore <i>t\u00eb aksesit <\/i>p\u00eb foot \u2014 2 000 metra. P\u00ebr rajonin duhet t\u00eb flasim p\u00ebr nj\u00eb gjysm\u00eb ore <i>transporti <\/i>aksesi \u2014 20 000 metra.<\/p>\n<p>K\u00ebshtu, si rezultat i llogaritjes s\u00eb vlerave t\u00eb potencialeve ne kemi potencialin e p\u00ebrgjithsh\u00ebm nga \u00e7do faktor n\u00eb \u00e7do nyje t\u00eb rrjetit t\u00eb rregullt. <\/p>\n<h4>6 Etapa. Zgjedhja e faktor\u00ebve p\u00ebr krijimin e karakteristikave integrale tematike t\u00eb territorit<\/h4>\n<p>\nN\u00eb k\u00ebt\u00eb etap\u00eb, zgjidhen faktor\u00ebt m\u00eb t\u00eb r\u00ebnd\u00ebsish\u00ebm dhe informativ\u00eb p\u00ebr krijimin e karakteristikave integrale tematike t\u00eb territorit.<\/p>\n<p>Zgjedhja e faktor\u00ebve mund t\u00eb b\u00ebhet automatikisht, duke vendosur kufij t\u00eb caktuar p\u00ebr parametrat (korrelacioni, p\u00ebrqindja e ndikimit etj.), ose n\u00eb m\u00ebnyr\u00eb ekspertiz\u00eb, duke e ditur tematik\u00ebn e detyr\u00ebs dhe duke pasur nj\u00eb ide t\u00eb caktuar mbi territorin.<\/p>\n<p>Pasi q\u00eb faktor\u00ebt m\u00eb t\u00eb r\u00ebnd\u00ebsish\u00ebm dhe informues t\u00eb ken\u00eb p\u00ebrzgjedhur, mund t\u00eb kaloni n\u00eb hapat e m\u00ebtejsh\u00ebm \u2014 interpretimin e komponent\u00ebve kryesor\u00eb.<\/p>\n<h4>Hapi 7. Aplikimi i metod\u00ebs s\u00eb komponent\u00ebve kryesor\u00eb p\u00ebr t\u00eb marr\u00eb tregues integrues t\u00eb territorit. Klasterizimi.<\/h4>\n<p>\nInformacioni fillestar mbi faktor\u00ebt e territorit, i transformuar n\u00eb hapin e m\u00ebparsh\u00ebm n\u00eb potenciale, t\u00eb llogaritur p\u00ebr \u00e7do nyje n\u00eb rrjet, bashkohet n\u00eb tregues t\u00eb rinj integrues \u2014 komponent\u00eb kryesor\u00eb.<\/p>\n<p>Metoda e komponent\u00ebve kryesor\u00eb analizon variabilitetin e faktor\u00ebve n\u00eb territorin e shqyrtuar dhe gjen, sipas rezultateve t\u00eb k\u00ebtij analize, kombinimin m\u00eb t\u00eb ndryshuesh\u00ebm linear t\u00eb tyre, duke mund\u00ebsuar llogaritjen e mas\u00ebs s\u00eb ndryshimit t\u00eb tyre \u2013 dispersioni n\u00eb territor.<\/p>\n<p>T\u00eb marrim detyr\u00ebn e p\u00ebrgjithshme p\u00ebr formimin e nj\u00eb modeli q\u00eb i afrohet funksionit t\u00eb modelit linear ndaj vlerave t\u00eb caktuara.<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/df3a5b523f127e3922573ea37bcd4a8e.jpg\" style=\"display:block;margin: 0 auto;\" \/> <b>(2)<\/b><br \/>\nKu i \u00ebsht\u00eb numri i komponent\u00ebs,<br \/>\n n \u2013 numri i komponent\u00ebve q\u00eb marrin pjes\u00eb n\u00eb llogaritje.<br \/>\n j \u2013 indeksi i nyj\u00ebs s\u00eb pik\u00ebs s\u00eb territorit, j=1..k.<br \/>\n k \u2013 numri i t\u00eb gjitha nyjeve t\u00eb rrjetit t\u00eb territorit, p\u00ebr t\u00eb cilat u b\u00eb llogaritja e komponent\u00ebve kryesor\u00eb.<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/1a0ca2b52ecda6c8e6c30aa1ad162834.jpg\" style=\"display:block;margin: 0 auto;\" \/> \u2014 koeficienti p\u00ebr komponent\u00ebn kryesore t\u00eb modelit.<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/d6a30ccda1bc55a687ccae008b3c7b60.jpg\" style=\"display:block;margin: 0 auto;\" \/> \u2013 vlera e komponent\u00ebs kryesore n\u00eb pik\u00ebn j.<br \/>\n B \u2013 an\u00ebtari i lir\u00eb i modelit.<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/a24e25fc6b45cdf557493ccb98776b76.jpg\" style=\"display:block;margin: 0 auto;\" \/> \u2014 potenciali n\u00eb pik\u00ebn j t\u00eb faktor\u00ebve, p\u00ebr t\u00eb cil\u00ebt ne ndjekim modelin.<\/p>\n<p>T\u00eb p\u00ebrcaktojm\u00eb t\u00eb panjohurat n\u00eb ekuacion <b>(2)<\/b> n\u00ebp\u00ebrmjet metod\u00ebs s\u00eb kat\u00ebr k\u00ebndshkall\u00ebs, duke shfryt\u00ebzuar vetit\u00eb e komponent\u00ebve kryesor\u00eb:<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/d8de79d2cfd86d5b661b2a6d0f47a58c.jpg\" style=\"display:block;margin: 0 auto;\" \/> <b>(3)<\/b><br \/>\nKu i dhe i2 jan\u00eb numrat e komponent\u00ebve, ii2.<br \/>\n j \u2014 indeksi i nyj\u00ebs s\u00eb territorit.<br \/>\nk \u2014 numri i t\u00eb gjitha nyjeve n\u00eb territor.<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/ed3f8c05db18851c3f05d29e44fc846f.jpg\" style=\"display:block;margin: 0 auto;\" \/> <b>(4)<\/b><\/p>\n<p>(3) tregon munges\u00ebn e korrelacionit midis komponent\u00ebve.<br \/>\n(4) \u2013 vlera totale e \u00e7do komponenti \u00ebsht\u00eb zero.<\/p>\n<p>Marrim:<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/842ea01339db87c6b317efda1d1abbf8.jpg\" style=\"display:block;margin: 0 auto;\" \/> <br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/aae3e325292a5d3dadfbd83cc12cdcc3.jpg\" style=\"display:block;margin: 0 auto;\" \/> <b>(5)<\/b><br \/>\nK\u00ebtu jan\u00eb shenjat, q\u00eb jan\u00eb n\u00eb ekuacion. <b>(2)<\/b>, <img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/250fce5c7d5dec02bab1b5cb6943dc62.jpg\" style=\"display:block;margin: 0 auto;\" \/> tregon vler\u00ebn mesatare t\u00eb potencialit.<\/p>\n<p>Ky rezultat mund t\u00eb interpretohet si m\u00eb posht\u00eb:<br \/>\nModeli paraqet nj\u00eb shprehje t\u00eb thjesht\u00eb, e cila p\u00ebrb\u00ebhet nga vlera mesatare e sasis\u00eb t\u00eb modeluar, dhe korrigjimeve t\u00eb thjeshta p\u00ebr \u00e7do komponent. Minimalisht, rezultati duhet t\u00eb p\u00ebrfshij\u00eb an\u00ebtarin e lir\u00eb B dhe komponent\u00ebn e par\u00eb kryesore. M\u00eb posht\u00eb jepen shembuj t\u00eb hartave termike t\u00eb komponent\u00ebve kryesor\u00eb t\u00eb par\u00eb p\u00ebr rajonin e Nizhni Novgorod.<\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/33e8e35c80daa7a232f8507ed4abb8c8.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/db864ba7bf3f8827f06acedcd24ce6a6.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nP\u00ebr komponent\u00ebt e llogaritur, mund t\u00eb nd\u00ebrtohen zona homogjene. Kjo mund t\u00eb b\u00ebhet si p\u00ebr t\u00eb gjitha parametrat, ashtu si\u00e7 \u00ebsht\u00eb, p\u00ebr shembull, vet\u00ebm p\u00ebr parametrat form\u00ebsues t\u00eb \u00e7mimit \u2013 dmth., t\u00eb realizohet klasterizimi. P\u00ebr k\u00ebt\u00eb, mund t\u00eb p\u00ebrdoret <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%9C%D0%B5%D1%82%D0%BE%D0%B4_k-%D1%81%D1%80%D0%B5%D0%B4%D0%BD%D0%B8%D1%85\">metoda K-means.<\/a><\/noindex>. P\u00ebr \u00e7do zon\u00eb homogjene llogaritet vlera mesatare e komponent\u00ebs s\u00eb par\u00eb kryesore, q\u00eb karakterizon nivelin e zhvillimit t\u00eb territorit.<br \/>\nShembulli i klasterizimit sipas parametrave form\u00ebsues t\u00eb \u00e7mimeve n\u00eb rajonin e Nizhni Novgorod \u00ebsht\u00eb dh\u00ebn\u00eb m\u00eb posht\u00eb. <\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/2cd0179418dc643c80c80660827e9456.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPo ashtu, duke p\u00ebrdorur komponent\u00ebt e marr\u00eb si parametra t\u00eb modelit t\u00eb \u00e7mimit, ne mund t\u00eb krijojm\u00eb sip\u00ebrfaqen e \u00e7mimit t\u00eb territorit.<\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/48cca52238d87130b00bb36eed9daa0e.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Sip\u00ebrfaqja e \u00e7mimit t\u00eb qytetit Nizhni Novgorod.<\/i><\/p>\n<h4>Hapi 8. Krijimi i modeleve p\u00ebr zgjedhjen e vendit p\u00ebr nd\u00ebrtimin e nj\u00eb objekti t\u00eb ri. <\/h4>\n<p>\nP\u00ebr t\u00eb zgjedhur vendin, i cili \u00ebsht\u00eb m\u00eb t\u00ebrheq\u00ebs p\u00ebr vendosjen e objektit t\u00eb ri (n\u00eb vazhdim \u00abobjekti\u00bb), duhet t\u00eb krahasohet vendndodhja e \u00abobjektit\u00bb me infrastruktur\u00ebn p\u00ebrreth. P\u00ebr funksionimin e \u00abobjektit\u00bb duhet t\u00eb ket\u00eb mjaft burime p\u00ebr t\u00eb siguruar funksionimin e tij, duhet t\u00eb merren parasysh nj\u00eb num\u00ebr t\u00eb madh faktor\u00ebsh si ndikimi pozitiv, ashtu edhe ai negativ mbi \u00abobjektin\u00bb. T\u00eb gjith\u00eb k\u00ebt\u00eb mas\u00eb faktor\u00ebsh mund ta quajm\u00eb si ambientin \u201cushqimor\u201d p\u00ebr funksionimin e \u00abobjektit\u00bb. P\u00ebrputhja e numrit t\u00eb objekteve me numrin e burimeve t\u00eb territorit \u00ebsht\u00eb baza p\u00ebr funksionimin e q\u00ebndruesh\u00ebm t\u00eb \u00abobjektit\u00bb. <\/p>\n<p>Rezultati i k\u00ebtij krahasimi \u00ebsht\u00eb potenciali, i llogaritur p\u00ebr \u00e7do pik\u00eb t\u00eb territorit dhe i cili lejon nj\u00eb analiz\u00eb vizuale dhe analitike t\u00eb zgjedhjes s\u00eb vendit p\u00ebr vendosjen e nj\u00eb \u00abobjekti\u00bb t\u00eb ri.<\/p>\n<p>P\u00ebr tregtin\u00eb, p\u00ebr shembull, nd\u00ebr t\u00eb tjera, \u00ebsht\u00eb e r\u00ebnd\u00ebsishme q\u00eb t\u00eb ket\u00eb nj\u00eb flux t\u00eb vazhduesh\u00ebm bler\u00ebsish, pra n\u00eb list\u00ebn e faktor\u00ebve q\u00eb duhen marr\u00eb parasysh p\u00ebr objektet e tregtis\u00eb duhet t\u00eb p\u00ebrfshihen edhe ata q\u00eb sigurojn\u00eb k\u00ebt\u00eb flux (p\u00ebr shembull, objektet e infrastruktur\u00ebs sociale, vendet e pun\u00ebs, vendet e banuara, arteriet e transportit etj.). <\/p>\n<p>Nga ana tjet\u00ebr, duke e plot\u00ebsuar t\u00eb gjitha kushtet p\u00ebr sigurimin e funksionimit t\u00eb objekteve t\u00eb tregtis\u00eb, duhet t\u00eb merret parasysh densiteti i objekteve t\u00eb tregtis\u00eb, pasi \u201ckonsumimi\u201d i mjedisit p\u00ebrreth \u00e7on n\u00eb reduktimin e mund\u00ebsive p\u00ebr blerje. Fluxi i njer\u00ebzve nuk \u00ebsht\u00eb i pafund\u00ebm, po ashtu si dhe burimet e tyre financiare dhe mund\u00ebsit\u00eb fizike.<\/p>\n<p>Algoritmi p\u00ebr zgjidhjen e detyr\u00ebs s\u00eb zgjedhjes s\u00eb vendit m\u00eb t\u00eb mir\u00eb p\u00ebr vendosjen e nj\u00eb objekti lidhet me faktin se potenciali, i marr\u00eb si funksion i komponenteve kryesore, i qaset maksimalisht potencialit t\u00eb grumbullit t\u00eb objekteve t\u00eb tipit \"objekt\"; m\u00eb pas llogaritet diferenca midis potencialit t\u00eb modelit dhe potencialit t\u00eb objekteve t\u00eb tipit \"objekt\"; nga diferenca e marr\u00eb, hiqet vlera e potencialit t\u00eb kontributit t\u00eb nj\u00eb \"objekti\"; vlerat negative t\u00eb marra z\u00ebvend\u00ebsohen me zero, duke p\u00ebrjashtuar vendet ku nuk ka burime t\u00eb mjaftueshme p\u00ebr funksionimin e nj\u00eb \"objekti\" t\u00eb ri. <\/p>\n<p>Si rezultat i veprimeve t\u00eb kryera, fitojm\u00eb pika t\u00eb territorit me vler\u00eb pozitive potenciali, dometh\u00ebn\u00eb vende t\u00eb favorshme p\u00ebr vendosjen e \"objektit\" ton\u00eb.<\/p>\n<p>N\u00eb terma t\u00eb tjer\u00eb, ne kemi llogaritur potencialet e t\u00eb gjitha faktor\u00ebve q\u00eb kemi n\u00eb dispozicion dhe faktorin sipas t\u00eb cilit d\u00ebshirojm\u00eb t\u00eb nd\u00ebrtojm\u00eb modelin dhe t\u00eb analizojm\u00eb fush\u00ebn e zgjedhur tematike (tregtia, industria, kultura, sfera sociale, etj.) <\/p>\n<p>P\u00ebr k\u00ebt\u00eb, nevojitet t\u00eb p\u00ebrzgjidhen faktor\u00ebt p\u00ebr nd\u00ebrtimin e variablave t\u00eb mjedisit \u2013 komponenteve kryesore \u2013 dhe m\u00eb pas t\u00eb llogariten modelet mbi ta.<br \/>\nFaktor\u00ebt rekomandojm\u00eb t'i p\u00ebrzgjidhni p\u00ebrmes analiz\u00ebs s\u00eb korelacionit t\u00eb t\u00eb gjith\u00ebve faktor\u00ebve me faktorin standard t\u00eb fush\u00ebs tematike. P\u00ebr shembull, p\u00ebr kultur\u00ebn k\u00ebto mund t\u00eb jen\u00eb teatrot, p\u00ebr sistemin arsimor shkollat, etj.<\/p>\n<p>Llogarisim korelacionin e potencialit t\u00eb standardit me potencialet e t\u00eb gjith\u00eb faktor\u00ebve. Zgjedhim faktor\u00ebt, ku koeficient\u00ebt e korelacionit jan\u00eb m\u00eb t\u00eb m\u00ebdhenj se nj\u00eb vler\u00eb t\u00eb caktuar (zakonisht merret vlera minimale e koeficientit t\u00eb korelacionit = 0.3).<br \/>\n<img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/7cf57b8cb21ea15bd9974f1c2860d7e6.jpg\" style=\"display:block;margin: 0 auto;\" \/> <b>(6)<\/b><br \/>\nku <img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/b38a6b79e52035e5fb6d87ab6c03a9c5.jpg\" style=\"display:block;margin: 0 auto;\" \/> \u2014 vlera absolute e koeficientit t\u00eb korelacionit t\u00eb faktor\u00ebve i me standardin.<\/p>\n<p>Korelacioni llogaritet p\u00ebr t\u00eb gjitha nyjat e rrjetit q\u00eb mbulon territorin. <\/p>\n<p>Diferenca midis potencialit t\u00eb modelit dhe potencialit t\u00eb objekteve t\u00eb nj\u00ebjt\u00eb si objekti i ri n\u00eb ekuacion <b>(2)<\/b> tregon potencialin e territorit, q\u00eb mund t\u00eb p\u00ebrdoret p\u00ebr vendosjen e objekteve t\u00eb reja.<\/p>\n<p>Si rezultat, fitojm\u00eb nj\u00eb vler\u00eb potenciali, e cila karakterizon nivelin e p\u00ebrfitimit t\u00eb vendosjes s\u00eb \"objektit\" n\u00eb territorin e studiuar. <\/p>\n<p>Nj\u00eb shembull se si mund t\u00eb paraqiten vizualisht zonat e rekomanduara p\u00ebr vendosjen e nj\u00eb \"objekti\" t\u00eb ri \u00ebsht\u00eb paraqitur m\u00eb posht\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Implementimi teknik i metod\u00ebs s\u00eb potencialeve termike p\u00ebr analiz\u00ebn e territoreve\" src=\"\/wp-content\/uploads\/2019\/06\/00637d6c7c89563c131f40318ede5873.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nK\u00ebshtu, rezultati i zgjidhjes s\u00eb detyr\u00ebs p\u00ebr zgjedhjen e vendit m\u00eb t\u00eb mir\u00eb p\u00ebr vendosjen e objektit t\u00eb ri mund t\u00eb paraqitet si nj\u00eb vler\u00ebsim i territorit n\u00eb pik\u00eb, duke ofruar nj\u00eb p\u00ebrfaq\u00ebsim t\u00eb potencialit t\u00eb vendosjes s\u00eb nj\u00eb objekti investimi, dmth m\u00eb i lart\u00eb \u00ebsht\u00eb pik\u00ebt \u2014 aq m\u00eb t\u00eb favorshme \u00ebsht\u00eb vendosja e objektit.<\/p>\n<p>N\u00eb p\u00ebrfundim, duhet t\u00eb thuhet se n\u00eb k\u00ebt\u00eb artikull shqyrtuam vet\u00ebm nj\u00eb detyr\u00eb, e cila mund t\u00eb zgjidhet p\u00ebrmes analiz\u00ebs s\u00eb territoreve, duke pasur n\u00eb dor\u00eb t\u00eb dh\u00ebna nga burime t\u00eb hapura. N\u00eb t\u00eb v\u00ebrtet\u00eb, ka shum\u00eb detyra q\u00eb mund t\u00eb zgjidhen me ndihm\u00ebn e saj, numri i t\u00eb cilave \u00ebsht\u00eb i kufizuar vet\u00ebm nga fantazia juaj.<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/455048\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412 \u043f\u0435\u0440\u0432\u043e\u0439 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 (\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u043f\u043b\u043e\u0432\u044b\u0445 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u043e\u0432 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0442\u0435\u0440\u0440\u0438\u0442\u043e\u0440\u0438\u0439) \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b\u0438, \u043a\u0430\u043a \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0442\u0435\u043f\u043b\u043e\u0432\u044b\u0435 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044b \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0442\u0435\u0440\u0440\u0438\u0442\u043e\u0440\u0438\u0439, \u0432 \u0446\u0435\u043b\u043e\u043c. \u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f\u0445 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043b\u043e\u0441\u044c \u043e\u043f\u0438\u0441\u0430\u0442\u044c, \u043a\u0430\u043a \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u0430\u0445 \u0445\u0440\u0430\u043d\u0438\u0442\u0441\u044f \u0432 \u0431\u0430\u0437\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u0430\u043a \u0441\u0442\u0440\u043e\u044f\u0442\u0441\u044f \u043c\u043e\u0434\u0435\u043b\u0438 \u043e\u0442 \u0433\u043b\u0430\u0432\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442 \u0438 \u0432\u043e\u043e\u0431\u0449\u0435 \u043a\u0430\u043a\u0438\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0442\u0435\u0440\u0440\u0438\u0442\u043e\u0440\u0438\u0439 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c. \u041d\u043e \u043e\u0431\u043e \u0432\u0441\u0435\u043c \u043f\u043e \u043f\u043e\u0440\u044f\u0434\u043a\u0443. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":26356,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-35025","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412 \u043f\u0435\u0440\u0432\u043e\u0439 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 (\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u043f\u043b\u043e\u0432\u044b\u0445 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u043e\u0432 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0442\u0435\u0440\u0440\u0438\u0442\u043e\u0440\u0438\u0439) \u043c\u044b 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N\u00eb publikimet e ardhshme ishte planifikuar t\u00eb p\u00ebrshkruhej se si informacioni p\u00ebr objektet hap\u00ebsinore ruhet n\u00eb bazat e t\u00eb dh\u00ebnave, si ndodhen modelet nga komponent\u00ebt kryesor dhe n\u00eb p\u00ebrgjith\u00ebsi cilat jan\u00eb detyrat e analiz\u00ebs s\u00eb territoreve. Por p\u00ebr \u00e7do gj\u00eb me radh\u00eb. 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