Essays about: "post classification change detection"
Showing result 1 - 5 of 16 essays containing the words post classification change detection.
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1. Damage Assessment of the 2022 Tongatapu Tsunami : With Remote Sensing
University essay from KTH/GeoinformatikAbstract : The Island of Tongatapu, Tonga, was struck by a tsunami on January 15, 2022. Internet was cut off from the island, which made remote sensing a valuable tool for the assessment of damages. Through land cover classification, change vector analysis and log-ratio image differencing, damages caused by the tsunami were assessed remotely in this thesis. READ MORE
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2. Urban change detection on satellites using deep learning : A case of moving AI into space for improved Earth observation
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Change detection using satellite imagery has applications in urban development, disaster response and precision agriculture. Current deep learning models show promising results. However, on-board computers are typically highly constrained which poses a challenge for deployment. READ MORE
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3. A study on the urbanization of Bengaluru, India between 2015 and 2020 based on Sentinel-1/2 data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Availability of timely information about land-use and land-cover (LULC) changes is essential for understanding and modelling the urbanization pattern, and thereby in planning sustainable urban development of a region accordingly. Remote sensing technology, using Earth observation satellites, has emerged as a reliable tool for timely monitoring of changes anywhere on Earth. READ MORE
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4. Remote sensing-based land cover classification and change detection using Sentinel-2 data and Random Forest : A case study of Rusinga Island, Kenya
University essay from Linköpings universitet/Tema MiljöförändringAbstract : Healthy forests and soils are crucial for the very existence of mankind as they provide food, clean water and air, shade and protection against floods and storms. With their photosynthetic carbon storage ability, they mitigate climate change and fertilise and stabilise soils. READ MORE
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5. Multitemporal Satellite Data for Monitoring Urbanization in Nanjing from 2001 to 2016
University essay from KTH/GeoinformatikAbstract : Along with the increasing rate of urbanization takes place in the world, the population keeps shifting from rural to urban areas. China, as the country of the largest population, has the highest urban population growth in Asia, as well as the world. READ MORE
