{"product_id":"abdelrakhman-elsesakh-monitoring-prostranstwenno-wremennyh-izmenenij-pochwenno-rastitel-nogo-pokrowa-9786208168629","title":"Monitoring prostranstwenno-wremennyh izmenenij pochwenno-rastitel'nogo pokrowa","description":"Dinamika zemlepol'zowaniq i rastitel'nogo pokrowa (LULC) w Jer-Riqde za desqtiletie byla wsestoronne proanalizirowana s pomosch'ü platformy Google Earth Engine (GEE). Ispol'zuq kollekciü snimkow Landsat 8 i kollekciü snimkow nochnogo oswescheniq s maq po awgust za 2013 i 2023 gody, my smogli sozdat' pronicatel'nye nabory dannyh, otrazhaüschie menqüschijsq landshaft regiona. My ispol'zowali model' klassifikacii Random Forest (RF), kotoraq w oba goda demonstrirowala tochnost' wyshe 92 %. Zametnym otkrytiem w hode issledowaniq stalo znachitel'noe rasshirenie gorodskoj zastrojki, osobenno w rajone goroda Jer-Riqd. Vsego za desqt' let urbanizaciq zametno wyrosla, chto powliqlo na äkologicheskuü obstanowku w regione. Interesno, chto sewero-wostochnaq chast' Jer-Riqda stala fokusom ätogo rosta, signaliziruq o bystrom razrastanii i razwitii gorodow. Srawnenie mezhdu dwumq godami pokazywaet uwelichenie zastroennyh territorij na 21,51 %, chto swidetel'stwuet o transformacionnyh tempah razrastaniq gorodow. Naprotiw, kartiny rastitel'nogo pokrowa predstawlqüt soboj bolee nüansirowannuü kartinu.","brand":"Sciencia Scripts","offers":[{"title":"Default Title","offer_id":53758216470870,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9786208168629_1_7d0e25c0-ef16-4adc-a65c-a0da5f3ea528.jpg?v=1783334429","url":"https:\/\/www.momoxbooks.com\/products\/abdelrakhman-elsesakh-monitoring-prostranstwenno-wremennyh-izmenenij-pochwenno-rastitel-nogo-pokrowa-9786208168629","provider":"momoxbooks","version":"1.0","type":"link"}