title: ÐÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¸ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¼Ð¾Ð´ÐµÐ»Ð¸ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð¸ Ð»Ð¾ÐºÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¾Ð±ÑÐµÐºÑÐ¾Ð² Ð² Ð°ÐºÐ²Ð°ÑÐ¾ÑÐ¸ÑÑ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ¸ ÐºÐ¾ÑÐ¼Ð¸ÑÐµÑÐºÐ¸Ñ ÑÐ½Ð¸Ð¼ÐºÐ¾Ð²
title: Research of methods and development of a model for the detection and localization of objects in water areas based on the processing of satellite images
Creators: name: ÐÐµÑÑÑÐ½Ð¸Ð½Ð°, ÐÑÐ¸Ð½Ð°
name: ÐÐµÐ·Ð´ÐµÐ½ÐµÑÐºÐ¸Ð¹, ÐÐ¸ÐºÐ¸ÑÐ°
name: "Ð£Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ðµ Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸ÑÐ¼Ð¸ Ð² ÑÑÐ»Ð¾Ð²Ð¸ÑÑ  ÑÐ¸ÑÑÐ¾Ð²Ð¾Ð¹ ÑÑÐ°Ð½ÑÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸", Ð²ÑÐµÑÐ¾ÑÑÐ¸Ð¹ÑÐºÐ°Ñ ÑÑÑÐ´ÐµÐ½ÑÐµÑÐºÐ°Ñ ÑÑÐµÐ±Ð½Ð¾-Ð½Ð°ÑÑÐ½Ð°Ñ ÐºÐ¾Ð½ÑÐµÑÐµÐ½ÑÐ¸Ñ (2023; Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³)
Publisher: name: ÐÐÐÐÐ¢ÐÐ¥-ÐÐ ÐÐ¡Ð¡
Year: 2023
Subjects: ÐÐµÐ¹ÑÐ¾Ð½Ð½ÑÐµ ÑÐµÑÐ¸
ÐÐ°ÑÐ¸Ð½Ð½Ð¾Ðµ Ð¾Ð±ÑÑÐµÐ½Ð¸Ðµ
ÑÐ°Ð·Ð¼ÐµÑÐºÐ°
ÐºÐ¾ÑÐ¼Ð¸ÑÐµÑÐºÐ¸Ðµ ÑÐ½Ð¸Ð¼ÐºÐ¸
Ð´Ð°ÑÐ°ÑÐµÑ
ÑÐºÐ¾Ð»Ð¾Ð³Ð¸Ñ
markup
satellite images
dataset
ecology

description: Ð Ð°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° ÑÐºÐ¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ¸Ð¼ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ð°Ð¼, ÐºÐ¾ÑÐ¾ÑÑÐµ Ð¼Ð¾Ð¶Ð½Ð¾ ÑÐ°ÑÑÐ¼Ð¾ÑÑÐµÑÑ, Ð¾ÑÐ¼ÑÑÐ»Ð¸ÑÑ Ð¸ Ð¿ÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ ÐºÐ°Ðº Ð¿Ð¾ Ð½Ð°ÑÑÐ½Ð¾Ð¼Ñ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¼ÐµÑÑÐ½Ð¾ÑÑÐ¸, ÑÐ°Ðº Ð¸ Ð½Ð°Ð±Ð»ÑÐ´ÐµÐ½Ð¸ÑÐ¼, Ð²Ð¸Ð´ÐµÐ¾ÑÑÐµÐ¼ÐºÐ°Ð¼, Ð° ÑÐ°ÐºÐ¶Ðµ Ð¿Ð¾ ÐºÐ¾ÑÐ¼Ð¸ÑÐµÑÐºÐ¸Ð¼ ÑÐ½Ð¸Ð¼ÐºÐ°Ð¼. Ð Ð·Ð°Ð´Ð°ÑÐ¸ Ð¿ÑÐ¾ÐµÐºÑÐ° Ð²ÑÐ¾Ð´ÑÑ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð°Ð½Ð°Ð»Ð¾Ð³Ð¾Ð², ÑÐ±Ð¾Ñ Ð¸ Ð°Ð½Ð°Ð»Ð¸Ð· Ð»Ð¸ÑÐµÑÐ°ÑÑÑÐ½ÑÑ Ð½Ð°ÑÑÐ½ÑÑ ÑÑÐ°ÑÐµÐ¹, Ð´Ð¾ÐºÑÐ¼ÐµÐ½ÑÐ°ÑÐ¸Ð¸, Ð´Ð¾ÐºÐ»Ð°Ð´Ð¾Ð² Ð¸ Ð¿Ð°ÑÐµÐ½ÑÐ¾Ð², Ð¿ÑÐµÐ´Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐ½Ð¸Ð¼ÐºÐ¾Ð² Ñ Ð°Ð²Ð¸Ð°ÑÐ¸Ð¸ Ð¸ ÑÐ¾ ÑÐ¿ÑÑÐ½Ð¸ÐºÐ¾Ð², Ð° ÑÐ°ÐºÐ¶Ðµ ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ðµ Ð½Ð¾Ð²Ð¾Ð³Ð¾ Ð¼Ð¾Ð´ÑÐ»Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð¸ Ð»Ð¾ÐºÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ ÑÐ°Ð·Ð»Ð¸Ð²Ð¾Ð² Ð½ÐµÑÑÐ¸ Ð² ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÑ Ð²Ð¾Ð´Ð¾ÑÐ¼Ð°Ñ Ð½Ð°ÑÐµÐ¹ Ð¿Ð»Ð°Ð½ÐµÑÑ. ÐÐ±ÑÐµÐºÑÐ¾Ð¼ Ð½Ð°ÑÑÐ½ÑÑ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ð¹ ÑÐ²Ð»ÑÐµÑÑÑ ÑÐºÐ¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ¾Ðµ ÑÐ¾ÑÑÐ¾ÑÐ½Ð¸Ðµ Ð°ÐºÐ²Ð°ÑÐ¾ÑÐ¸Ð¸, Ð° ÑÐ°ÐºÐ¶Ðµ Ð±ÐµÑÐµÐ³Ð¾Ð²Ð¾Ð¹ Ð»Ð¸Ð½Ð¸Ð¸ Ð²Ð¾Ð´Ð¾ÑÐ¼Ð¾Ð² Ð¸ ÑÐµÐº, Ð¿ÑÐµÐ´Ð¼ÐµÑÐ¾Ð¼ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ð¹ Ð²ÑÑÑÑÐ¿Ð°ÑÑ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÐµ Ð´Ð°Ð½Ð½ÑÐµ Ñ ÐºÐ¾ÑÐ¼Ð¸ÑÐµÑÐºÐ¸Ñ ÑÐ½Ð¸Ð¼ÐºÐ¾Ð² ÑÐ¾ ÑÐ¿ÑÑÐ½Ð¸ÐºÐ¾Ð², Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ Ð¾ ÑÐ°ÐºÑÐ°Ñ, ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ°Ñ Ð¸ ÑÐ¾Ð±ÑÑÐ¸ÑÑ, Ð¿ÑÐ¾Ð¸ÑÑÐ¾Ð´ÑÑÐ¸Ñ Ð² ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð½Ð°Ð±Ð»ÑÐ´ÐµÐ½Ð¸Ð¹ Ð¸ Ð¸Ð·ÑÑÐµÐ½Ð¸Ñ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸.
description: The work is devoted to environmental problems that can be considered, comprehended and analyzed both by scientific research of the terrain, as well as observations, video recordings, as well as satellite images. The tasks of the project include the analysis of digital analogues, the collection and analysis of literary scientific articles, documentation, reports and patents, the preprocessing of images from aviation and satellites, as well as the creation of a new module for the detection and localization of oil spills in various reservoirs of our planet. The object of scientific research is the ecological state of the water area, as well as the shoreline of reservoirs and rivers, the subject of research is various data from satellite satellite images, information about facts, results and events occurring as a result of observations and study of the territory.