Essays about: "Google Earth Engine"

Showing result 1 - 5 of 14 essays containing the words Google Earth Engine.

  1. 1. Forest Aboveground Biomass Monitoring in Southern Sweden Using Random Forest Modelwith Sentinel-1, Sentinel-2, and LiDAR Data

    University essay from Högskolan i Gävle/Samhällsbyggnad

    Author : Wan Ni Lin; [2023]
    Keywords : Aboveground biomass; Sentinel-1; Sentinel-2; LiDAR; random forest; GEE;

    Abstract : Monitoring carbon stock has emerged as a critical environmental problem among several worldwide organizations and collaborations in the context of global warming and climate change. This study seeks to provide a remote sensing solution based on three types of data, to explore the feasibility and reliability of estimating aboveground biomass (AGB) in order to improve the efficiency of monitoring carbon stock. READ MORE

  3. 2. A Web Application for Wildfire Spread Prediction and Visualisation in Sweden Using Geospatial Data and Technology

    University essay from KTH/Geoinformatik

    Author : Micael Makenzius; Jonas Bylerius; [2022]
    Keywords : Prometheus; wildfire progression; real-time; python; Django; google earth engine; Mapbox GL JS; web-application; Prometheus; skogsbrands simulering; realtid; python; Django; google earth engine; Mapbox GL JS; webbapplikation;

    Abstract : Skogsbränder är kraftfulla naturfenomen kapabla att åstakomma omfattande skada över stora ytor och medföra omfattande kostnader för sammhället både humanitärt, ekonomiskt och miljömässigt. Det finns därför ett starkt incitament att övervaka och förutspå skogsbränders utveckling och spridning. READ MORE

  4. 3. Predicting Drought Hazard In Sweden Using Google Earth Engine And Machine Learning Approach

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Jung-ching Kan; [2022]
    Keywords : drought forecast; google earth engine; machine learning; Sweden; torkaprognos; google earth engine; maskininlärning; Sverige;

    Abstract : Drought, being one the most complex natural hazards, has a significant impact on society. To mitigate the impact and risk, it is crucial to be able to forecast drought, which is a challenging task. Nowadays, with technology innovations, large amounts of remote sensing data is available on the cloud. READ MORE

  5. 4. Mapping wetlands in Sweden using multi-source satellite data and random forest algorithm

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Salvador Hernandez Malave; [2022]
    Keywords : physical geography and ecosystem analysis; multi-temporal; Google Earth Engine; machine learning; classification; country-wide; geomatics; Earth and Environmental Sciences;

    Abstract : Wetlands are valuable ecosystems, and assets for human life, that must be regularly monitored, starting with accurately mapping their location and extent. However, an updated national inventory of wetlands is needed. READ MORE

  6. 5. 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)

    Author : Shreyas Goswami; [2021]
    Keywords : ;

    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