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Fixed URL; Updated references #2

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29 changes: 15 additions & 14 deletions README.md
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Expand Up @@ -76,16 +76,19 @@ Then, we can run CALFIN to extract coastlines/calving fronts from the subsets.
## Citation
If you find this code helpful, please cite as below:
````
@article{ChengHLMWVR2020,
title={Calving Front Machine (CALFIN): Glacial Termini Dataset and
Automated Deep Learning Extraction Method for Greenland, 1972-2019},
author={Daniel Cheng and Wayne Hayes and Eric Larour and Yara Mohajerani and
Michael Wood and Isabella Velicogna and Eric Rignot},
journal={The Cryosphere Discussions},
url = {https://tc.copernicus.org/preprints/tc-2020-231/},
doi = {10.5194/tc-2020-231},
year={2020}
}
@article{cheng_2021,
author = {Daniel Cheng and Wayne Hayes and Eric Larour and Yara Mohajerani and Michael Wood and
Isabella Velicogna and Eric Rignot},
title = {Calving Front Machine ({CALFIN}): glacial termini dataset and automated deep learning
extraction method for {G}reenland, 1972{\textendash}2019},
journal = {The Cryosphere},
year = 2021,
volume = 15,
number = 3,
pages = {1663--1675},
month = 4,
doi = {10.5194/tc-15-1663-2021},
publisher = {Copernicus {GmbH}}}

@dataset{ChengHL2020,
title={CALFIN: Calving Front Dataset for East/West Greenland, 1972-2019},
Expand All @@ -97,16 +100,14 @@ If you find this code helpful, please cite as below:
````

## References
[1] Cheng, D., Hayes, W., Larour, E., Mohajerani, Y., Wood, M., Velicogna, I. and Rignot, E.:
Calving Front Machine (CALFIN): Glacial Termini Dataset and Automated Deep Learning Extraction Method for Greenland, 1972-2019,
The Cryosphere Discussions, 1–17, https://doi.org/10.5194/tc-2020-231, 2020.
[1] Cheng, D., Hayes, W., Larour, E., Mohajerani, Y., Wood, M., Velicogna, I., and Rignot, E.: Calving Front Machine (CALFIN): glacial termini dataset and automated deep learning extraction method for Greenland, 1972–2019, The Cryosphere, 15, 1663–1675, https://doi.org/10.5194/tc-15-1663-2021, 2021.

[2] Cheng, D., Hayes, W. and Larour, E.: CALFIN: Calving front dataset for East/West Greenland, 1972-2019, https://doi.org/10.7280/D1FH5D, 2020.

## Acknowledgements
This work was conducted as a collaboration between NASA’s Jet Propulsion Laboratory and the University of California, Irvine.

The CALFIN neural network architecture implementation is derived from [Emil Zakirov’s Deeplabv3+ Xception codebase](github.com/bonlime/keras-deeplab-v3-plus).
The CALFIN neural network architecture implementation is derived from [Emil Zakirov’s Deeplabv3+ Xception codebase](https://github.com/bonlime/keras-deeplab-v3-plus).

We acknowledge the USGS for providing Landsat-1-8 images, the ESA for their Sentinel-1 images, as well as the ESA-CCI, PROMICE, and MEaSUREs programs for providing calving front data used in this study.

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