Essays about: "satellite imagery"

Showing result 6 - 10 of 140 essays containing the words satellite imagery.

  1. 6. Winter Wheat Harvest Prediction Using Primarily Satellite Radar Data from Sentinel-1

    University essay from Lunds universitet/Matematik LTH

    Author : Oliver Persson Bogdanovski; Christoffer Svenningsson; [2023]
    Keywords : Precision Agriculture; Sentinel-1 SAR; Machine Learning; Winter Wheat; Harvest Prediction; RFI-filtering; Despeckling; Mathematics and Statistics;

    Abstract : Aiding farmers with their tremendous task of sustainably and cost-efficiently feeding the world is of utmost importance. Information technology plays a crucial role in supporting farmers and supplying them with accurate information about their crops. READ MORE

  3. 7. Deep Neural Networks for Object Detection in Satellite Imagery

    University essay from Uppsala universitet/Avdelningen Vi3

    Author : Frederik Fritsch; [2023]
    Keywords : Object Detection; Satellite Imagery; Deep Neural Networks; YOLOv8; xView;

    Abstract : With the development of small satellites it has become easier and cheaper to deploy satellites for earth observation from space. While optical sensors capture high-resolution data, this data is traditionally sent to earth for analysis which puts a high constraint on the data link and increases the time for making data based decisions. READ MORE

  4. 8. Satellite Imagery Big Data for the Sustainable Development of Energy Access

    University essay from Malmö universitet/Fakulteten för kultur och samhälle (KS)

    Author : Patrick O'Mahony; [2023]
    Keywords : satellite imagery; big data; sustainable development; energy access;

    Abstract : One of the many challenges humanity faces is developing energy access in a sustainable manner, that does not further contribute to the burning of fossil fuels, increasing greenhouse gas emissions, and global warming. In 2020, 2. READ MORE

  5. 9. Use of Satellite Remote Sensing for Detecting Archaeological Features: An Example from Ancient Corinth, Greece

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Emmanouil Papadakis; [2023]
    Keywords : Geography; GIS; Satellite Remote Sensing; Vegetation Indices; Classification; Archaeology; Earth and Environmental Sciences;

    Abstract : During the last few decades, satellite remote sensing has proven to be an important non-invasive method for archaeological research in order to detect ancient sites and manage existing ones. Archaeologists have tried in the recent past to embed Geographic Information Systems (GIS) and image processing techniques in their research as non-destructive approaches, which can allow a wider perception of archaeological landscapes and predict past behaviors. READ MORE

  6. 10. Deep Learning-Based Approach for Fusing Satellite Imagery and Historical Data for Advanced Traffic Accident Severity

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Gowtham Kumar Sandaka; Praveen Kumar Madhamsetty; [2023]
    Keywords : Traffic accidents; Satellite imagery; Logistic Regression; Random Forest; SVC; VGG19; hybrid model; CNN; self-driving cars; best-performing algorithm; literature review;

    Abstract : Background. This research centers on tackling the serious global problem of trafficaccidents. With more than a million deaths each year and numerous injuries, it’svital to predict and prevent these accidents. READ MORE