Version 1
: Received: 1 December 2023 / Approved: 7 December 2023 / Online: 7 December 2023 (08:35:34 CET)
Version 2
: Received: 6 January 2024 / Approved: 17 January 2024 / Online: 18 January 2024 (08:05:37 CET)
How to cite:
Mathur, J. A Modification to the Remotely Sensed Active Layer Thickness (ReSALT) Algorithm to have Self-Consistency. Preprints2023, 2023120500. https://doi.org/10.20944/preprints202312.0500.v2
Mathur, J. A Modification to the Remotely Sensed Active Layer Thickness (ReSALT) Algorithm to have Self-Consistency. Preprints 2023, 2023120500. https://doi.org/10.20944/preprints202312.0500.v2
Mathur, J. A Modification to the Remotely Sensed Active Layer Thickness (ReSALT) Algorithm to have Self-Consistency. Preprints2023, 2023120500. https://doi.org/10.20944/preprints202312.0500.v2
APA Style
Mathur, J. (2024). A Modification to the Remotely Sensed Active Layer Thickness (ReSALT) Algorithm to have Self-Consistency. Preprints. https://doi.org/10.20944/preprints202312.0500.v2
Chicago/Turabian Style
Mathur, J. 2024 "A Modification to the Remotely Sensed Active Layer Thickness (ReSALT) Algorithm to have Self-Consistency" Preprints. https://doi.org/10.20944/preprints202312.0500.v2
Abstract
Permafrost thaw is an important aspect of Earth's carbon cycles. Initial estimates suggest that permafrost thaw could contribute anywhere between 20 to 500 Gt of CO2-eq by 2100. These estimates are all fundamentally centered around one number: active layer thickness (ALT). The deeper the ALT, the more emissions. Unfortunately, ALT is a highly spatially heterogeneous number and determined by numerous thermal, soil hydrology, and geomorphological effects. The remotely sensed active layer thickness (ReSALT) algorithm was introduced in 2010 to provide scientists with a way to model ALT heterogeneously at meter-scale resolution. However, upon inspection, this work shows that ReSALT's modeling approach is self-inconsistent. This work then introduces SCReSALT (Self-Consistent ReSALT) to solve that problem. Experimental comparisons to a past study in Utqiagvik (formerly Barrow), Alaska show significant improvement and suggest that SCReSALT should replace ReSALT. Code to reproduce all results can be found at https://github.com/jmathur25/permafrost-prediction.
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Commenter: Jatin Mathur
Commenter's Conflict of Interests: Author
2. Released code
3. Fixed some details in the Appendix