Lake Ice Monitoring
6 papers with code • 0 benchmarks • 1 datasets
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Libraries
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Photi-LakeIce
Latest papers
Learning a Joint Embedding of Multiple Satellite Sensors: A Case Study for Lake Ice Monitoring
Our application problem is the monitoring of lake ice on Alpine lakes.
Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning
czarmanu/deeplab-lakeice-webcams
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and generalisation scores of 71% (approx.)
Lake Ice Monitoring with Webcams and Crowd-Sourced Images
czarmanu/deeplab-lakeice-webcams
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On average, it achieves intersection-over-union (IoU) values of ~71% across different cameras and ~69% across different winters, greatly outperforming prior work.
Photi-LakeIce Dataset
czarmanu/photi-lakeice-dataset
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ISPRS Congress 2020
On average, it achieves intersection-over-union (IoU) values of ~71% across different cameras and ~69% across different winters, greatly outperforming prior work.
Lake Ice Detection from Sentinel-1 SAR with Deep Learning
Lake ice, as part of the Essential Climate Variable (ECV) lakes, is an important indicator to monitor climate change and global warming.
LAKE ICE MONITORING WITH WEBCAMS
czarmanu/tiramisu_keras
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ISPRS annals of the photogrammetry, remote sensing and spatial information sciences 2018
Continuous monitoring of climate indicators is important for understanding the dynamics and trends of the climate system.
