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    Estimating Soil Variability using GIS and Deep Learning 

    McDonnell, Grace; Sipos, Gabriel; Lee, Junsu (2024-04)
    This study explores the creative integration of Feature Selection, Geographic Information Systems (GIS), Variable Rate Technology (VRT), and Soil Sensors to improve precision fertilization strategies within arid agricultural ...
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    Analyzing the Impact of Geospatial Derivatives on Domain Adaptation with CycleGAN 

    Lee, Junsu; Chen, Yangguang; Mohan, Pavithra Devy; DeWitte, Matthew (2024-04)
    In scenarios when you have two sets of satellite images from distinct domains, CycleGAN provides image-to-image translation for automatic land-cover mapping. Style transfer and domain adaptation are two areas that heavily ...

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    Author
    Lee, Junsu (2)
    Chen, Yangguang (1)DeWitte, Matthew (1)McDonnell, Grace (1)Mohan, Pavithra Devy (1)Sipos, Gabriel (1)Subject
    Department of Computer Science (2)
    Posters (2)Cycle-consistent generative adversarial networks (1)Department of Geography & Anthropology (1)Department of Geography and Anthropology (1)Geographic information systems (1)Geographic information systems (GIS) (1)Image-to-image translation (1)Machine learning (1)Soil chemistry (1)... View MoreDate Issued
    2024 (2)
    Has File(s)
    Yes (2)

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