A deep learning approach to mapping irrigation using Landsat: IrrMapper U-Net

T Colligan, D Ketchum, D Brinkerhoff… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Accurate maps of irrigation are essential for understanding and managing water resources.
We present a new method of mapping irrigation based on an ensemble of convolutional …

[PDF][PDF] A Deep Learning Approach to Mapping Irrigation Using Landsat: IrrMapper U-Net

T Colligan, D Ketchum, D Brinkerhoff… - IEEE Transactions on …, 2022 - par.nsf.gov
Accurate maps of irrigation are essential for understanding and managing water resources.
We present a new method of mapping irrigation and demonstrate its accuracy for the state of …

A Deep Learning Approach to Mapping Irrigation: IrrMapper-U-Net

T Colligan, D Ketchum, D Brinkerhoff… - arXiv preprint arXiv …, 2021 - arxiv.org
Accurate maps of irrigation are essential for understanding and managing water resources.
We present a new method of mapping irrigation and demonstrate its accuracy for the state of …

A Deep Learning Approach to Mapping Irrigation Using Landsat: IrrMapper U-Net

T Colligan, D Ketchum, D Brinkerhoff… - IEEE Transactions on …, 2022 - ui.adsabs.harvard.edu
Accurate maps of irrigation are essential for understanding and managing water resources.
We present a new method of mapping irrigation and demonstrate its accuracy for the state of …