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Lazecky Milan , Morishita Yu , Shen Lin , Espín, Pedro , Ou Qi , Hooper Andy , McGrath, Jack , Fang Jin , Wang Dehua , Nergizci, Muhammet , Gao Yuan , Watson Andrew , Wright Tim ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.5281/zenodo.17734803

LiCSAR Extra: Tools for advanced processing of LiCSAR data (starting from GeoTIFFs).Primarily for unwrapping interferograms (integrated with LiCSBAS), but also used as a repository for experimental functions that require atypical or heavy Python libraries. Contains: lics_unwrap.pyThe primary tool of the licsar_extra library, improving phase unwrapping as partly described in IGARSS 2022 and SARWatch 2023. lics_tstools.pyUseful functions to operate with the LiCSBAS datacube. licsbas_mintpy_PMM.pyFunctionality directly imported from MintPy, allowing LiCSBAS to calculate and correct the plate-motion velocity plane, effectively fixing results to the Eurasian tectonic plate. LiCSBAS LiCSBAS is an open-source Python and bash package for InSAR time series analysis using LiCSAR products, which are freely available from the COMET-LiCS web portal. It was originally developed by Dr. Yu Morishita during his research visit at the University of Leeds and is currently maintained by the COMET team. His original (and further developed) version is available on his GitHub. In this branch, we aim to maintain consistency while incorporating new functionality and updates, alongside several experimental functions developed as part of the learning curve of multiple COMET members. This version of the tools has been used to perform large-scale InSAR analysis for Elliott et al. (2025, RSE, in revision), where the input interferograms were additionally corrected for estimated ionosphere and solid Earth tides. References Lazecký, M., Spaans, K., González, P.J., Maghsoudi, Y., Morishita, Y., Albino, F., Elliott, J., Greenall, N., Hatton, E., Hooper, A. Juncu, D., ... and Wright, T.J., 2020. LiCSAR: An automatic InSAR tool for measuring and monitoring tectonic and volcanic activity. Remote Sensing, 12(15), p.2430. Morishita, Y., Lazecky, M., Wright, T.J., Weiss, J.R., Elliott, J.R. and Hooper, A., 2020. LiCSBAS: An open-source InSAR time series analysis package integrated with the LiCSAR automated Sentinel-1 InSAR processor. Remote Sensing, 12(3), p.424. Lazecky, M., Fang, J., Hooper, A. and Wright, T., 2022. Improved phase unwrapping algorithm based on standard methods. In IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium (pp. 743-746). IEEE. Lazecký, M., Ou, Q., Shen, L., McGrath, J., Payne, J., Espín, P., Hooper, A. and Wright, T., 2024. Strategies for improving and correcting unwrapped interferograms implemented in LiCSBAS. Procedia Computer Science, 239, pp.2408-2412. Elliott, J., Fang, J., Lazecky, M., Maghsoudi, Y., Ou, Q., Payne, J., Rollins, C., Wang, D., Hooper, A. and Wright, T., 2025. Deformation, strains and velocities for the Alpine Himalayan belt from trans-continental Sentinel-1 InSAR & GNSS. Remote Sensing of Environment (in revision), preprint at https://doi.org/10.31223/X5GX6B.

Related Topics

Earth Observation Satellite

Synthetic-Aperture Radar

Geodesy

Volcano

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Python (programming language) Interferometric synthetic aperture radar Computer science Geology Remote sensing Comet Computer graphics (images) Tectonics Earth observation satellite Synthetic aperture radar Consistency (knowledge bases) Phase unwrapping Geodesy Earth observation Data processing Digital elevation model Volcano

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DOI: https://doi.org/10.5281/zenodo.17734803

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Authors: Lazecky Milan, Morishita Yu, Shen Lin, Espín, Pedro, Ou Qi, Hooper Andy, McGrath, Jack, Fang Jin, Wang Dehua, Nergizci, Muhammet, Gao Yuan, Watson Andrew, Wright Tim

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Concepts: Python (programming language), Interferometric synthetic aperture radar, Computer science, Geology, Remote sensing, Comet, Computer graphics (images), Tectonics, Earth observation satellite, Synthetic aperture radar, Consistency (knowledge bases), Phase unwrapping, Geodesy, Earth observation, Data processing, Digital elevation model, Volcano

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abstract_inverted_index.Improved	300
abstract_inverted_index.Lazecky,	258, 290, 358
abstract_inverted_index.LiCSBAS.	348
abstract_inverted_index.LiCSBAS:	270
abstract_inverted_index.McGrath,	327
abstract_inverted_index.Procedia	349
abstract_inverted_index.Rollins,	366
abstract_inverted_index.SARWatch	52
abstract_inverted_index.Science,	351
abstract_inverted_index.Sensing,	253, 287
abstract_inverted_index.advanced	4
abstract_inverted_index.allowing	67
abstract_inverted_index.analysis	98, 188, 276
abstract_inverted_index.atypical	29
abstract_inverted_index.directly	63
abstract_inverted_index.imported	64
abstract_inverted_index.learning	170
abstract_inverted_index.library,	41
abstract_inverted_index.maintain	153
abstract_inverted_index.members.	175
abstract_inverted_index.methods.	307
abstract_inverted_index.multiple	173
abstract_inverted_index.original	137
abstract_inverted_index.preprint	397
abstract_inverted_index.research	121
abstract_inverted_index.standard	306
abstract_inverted_index.tectonic	83, 248
abstract_inverted_index.updates,	160
abstract_inverted_index.velocity	75
abstract_inverted_index.volcanic	250
abstract_inverted_index.(starting	9
abstract_inverted_index.2022-2022	310
abstract_inverted_index.743-746).	319
abstract_inverted_index.Contains:	34
abstract_inverted_index.Greenall,	226
abstract_inverted_index.Himalayan	383
abstract_inverted_index.Lazecký,	212, 321
abstract_inverted_index.LiCSBAS),	17
abstract_inverted_index.Morishita	118
abstract_inverted_index.Symposium	317
abstract_inverted_index.activity.	251
abstract_inverted_index.algorithm	303
abstract_inverted_index.alongside	161
abstract_inverted_index.automated	282
abstract_inverted_index.automatic	241
abstract_inverted_index.available	105, 143
abstract_inverted_index.calculate	70
abstract_inverted_index.corrected	203
abstract_inverted_index.currently	130
abstract_inverted_index.datacube.	61
abstract_inverted_index.described	47
abstract_inverted_index.developed	114, 165
abstract_inverted_index.estimated	205
abstract_inverted_index.functions	26, 55, 164
abstract_inverted_index.improving	42, 341
abstract_inverted_index.measuring	245
abstract_inverted_index.products,	101
abstract_inverted_index.unwrapped	344
abstract_inverted_index.COMET-LiCS	108
abstract_inverted_index.Geoscience	313
abstract_inverted_index.González,	216
abstract_inverted_index.Maghsoudi,	218, 360
abstract_inverted_index.Morishita,	220, 256
abstract_inverted_index.References	211
abstract_inverted_index.Sentinel-1	283, 387
abstract_inverted_index.Strategies	339
abstract_inverted_index.University	125
abstract_inverted_index.correcting	343
abstract_inverted_index.developed)	140
abstract_inverted_index.integrated	278
abstract_inverted_index.ionosphere	206
abstract_inverted_index.libraries.	33
abstract_inverted_index.maintained	131
abstract_inverted_index.monitoring	247
abstract_inverted_index.originally	113
abstract_inverted_index.processing	5
abstract_inverted_index.processor.	285
abstract_inverted_index.repository	23
abstract_inverted_index.revision),	196, 396
abstract_inverted_index.unwrapping	13, 44, 302
abstract_inverted_index.velocities	379
abstract_inverted_index.(integrated	15
abstract_inverted_index.Environment	394
abstract_inverted_index.consistency	154
abstract_inverted_index.effectively	77
abstract_inverted_index.implemented	346
abstract_inverted_index.large-scale	186
abstract_inverted_index.open-source	89, 272
abstract_inverted_index.Deformation,	376
abstract_inverted_index.additionally	202
abstract_inverted_index.experimental	25, 163
abstract_inverted_index.licsar_extra	40
abstract_inverted_index.plate-motion	74
abstract_inverted_index.International	312
abstract_inverted_index.functionality	158
abstract_inverted_index.incorporating	156
abstract_inverted_index.pp.2408-2412.	353
abstract_inverted_index.interferograms	14, 200, 345
abstract_inverted_index.lics_unwrap.pyThe	35
abstract_inverted_index.trans-continental	386
abstract_inverted_index.GeoTIFFs).Primarily	11
abstract_inverted_index.lics_tstools.pyUseful	54
abstract_inverted_index.https://doi.org/10.31223/X5GX6B.	399
abstract_inverted_index.licsbas_mintpy_PMM.pyFunctionality	62
cited_by_percentile_year
countries_distinct_count	0
institutions_distinct_count	13
citation_normalized_percentile