Lake Ice Monitoring

6 papers with code • 0 benchmarks • 1 datasets

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Use these libraries to find Lake Ice Monitoring models and implementations

Most implemented papers

Lake Ice Monitoring with Webcams and Crowd-Sourced Images

czarmanu/deeplab-lakeice-webcams 18 Feb 2020

On average, it achieves intersection-over-union (IoU) values of ~71% across different cameras and ~69% across different winters, greatly outperforming prior work.

Learning a Sensor-invariant Embedding of Satellite Data: A Case Study for Lake Ice Monitoring

czarmanu/sentinel_lakeice 19 Jul 2021

Our application problem is the monitoring of lake ice on Alpine lakes.

LAKE ICE MONITORING WITH WEBCAMS

czarmanu/tiramisu_keras 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.

Lake Ice Detection from Sentinel-1 SAR with Deep Learning

czarmanu/sentinel_lakeice 17 Feb 2020

Lake ice, as part of the Essential Climate Variable (ECV) lakes, is an important indicator to monitor climate change and global warming.

Photi-LakeIce Dataset

czarmanu/photi-lakeice-dataset 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.