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zEpTN2_nXxp%>6ofH(yQB%XjFgB!17WgK_+1vtBhN|Lrx$SH`JuVs!ac(O%lQ8BUGc zJt7{8%;Qd~@p4`4(|6GOVqD`^?6?{gkbPQT_d@^u>pp#tP7N7f&#F{!S(9bE9WrXykP0vbPmi_i(;_E)|=#OWy5PQLm20Bm{L}3PgF|yj)mX21k{{nKD Bt>FLw literal 0 HcmV?d00001 From 6a99d1681f40007c33ff928881b9bb4bced37023 Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Tue, 21 Jul 2026 17:37:21 +0100 Subject: [PATCH 2/3] Creating 10.21105.joss.10492.crossref.xml --- joss.10492/10.21105.joss.10492.crossref.xml | 239 ++++++++++++++++++++ 1 file changed, 239 insertions(+) create mode 100644 joss.10492/10.21105.joss.10492.crossref.xml diff --git a/joss.10492/10.21105.joss.10492.crossref.xml b/joss.10492/10.21105.joss.10492.crossref.xml new file mode 100644 index 0000000000..9576a3e15e --- /dev/null +++ b/joss.10492/10.21105.joss.10492.crossref.xml @@ -0,0 +1,239 @@ + + + + 20260721163602-1b3982d6db221c832350d260bc6d254fbf71f02f + 20260721163602 + + JOSS Admin + admin@theoj.org + + The Open Journal + + + + + Journal of Open Source Software + JOSS + 2475-9066 + + 10.21105/joss + https://joss.theoj.org + + + + + 07 + 2026 + + + 11 + + 123 + + + + SARXarray: Xarray extension for Synthetic Aperture Radar data + + + + Ou + Ku + + Netherlands eScience Center, Netherlands + + https://orcid.org/0000-0002-5373-5209 + + + Fakhereh + (Sarah) Alidoost + + Netherlands eScience Center, Netherlands + + https://orcid.org/0000-0001-8407-6472 + + + Simon + van Diepen + + Department of Geoscience and Remote Sensing, Delft University of Technology, Netherlands + + https://orcid.org/0000-0002-9350-3779 + + + Freek + van Leijen + + Department of Geoscience and Remote Sensing, Delft University of Technology, Netherlands + + https://orcid.org/0000-0002-2582-9267 + + + + 07 + 21 + 2026 + + + 10492 + + + 10.21105/joss.10492 + + + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + + + + Software archive + 10.5281/zenodo.21338541 + + + GitHub review issue + https://github.com/openjournals/joss-reviews/issues/10492 + + + + 10.21105/joss.10492 + https://joss.theoj.org/papers/10.21105/joss.10492 + + + https://joss.theoj.org/papers/10.21105/joss.10492.pdf + + + + + + Detection of cavity migration and sinkhole risk using radar interferometric time series + Chang + Remote Sensing of Environment + 147 + 10.1016/j.rse.2014.03.002 + 0034-4257 + 2014 + Chang, L., & Hanssen, R. F. (2014). Detection of cavity migration and sinkhole risk using radar interferometric time series. Remote Sensing of Environment, 147, 56–64. https://doi.org/10.1016/j.rse.2014.03.002 + + + Nationwide railway monitoring using satellite SAR interferometry + Chang + IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing + 2 + 10 + 10.1109/JSTARS.2016.2584783 + 2017 + Chang, L., Dollevoet, R. P. B. J., & Hanssen, R. F. (2017). Nationwide railway monitoring using satellite SAR interferometry. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(2), 596–604. https://doi.org/10.1109/JSTARS.2016.2584783 + + + A model-backfeed deformation estimation method for revealing 20-year surface dynamics of the groningen gas field using multi-platform SAR imagery + Zhang + International Journal of Applied Earth Observation and Geoinformation + 111 + 10.1016/j.jag.2022.102847 + 1569-8432 + 2022 + Zhang, B., Chang, L., & Stein, A. (2022). A model-backfeed deformation estimation method for revealing 20-year surface dynamics of the groningen gas field using multi-platform SAR imagery. International Journal of Applied Earth Observation and Geoinformation, 111, 102847. https://doi.org/10.1016/j.jag.2022.102847 + + + Radar interferometry: Data interpretation and error analysis + Hanssen + 10.1007/0-306-47633-9 + 978-0-7923-6945-5 + 2001 + Hanssen, R. F. (2001). Radar interferometry: Data interpretation and error analysis. Kluwer Academic Publishers. https://doi.org/10.1007/0-306-47633-9 + + + Application of an ensemble smoother with multiple data assimilation to the bergermeer gas field, using PS-InSAR + Fokker + Geomechanics for Energy and the Environment + March + 5 + 10.1016/j.gete.2015.11.003 + 2352-3808 + 2016 + Fokker, P., Wassing, B., van Leijen, F., Hanssen, R., & Nieuwland, D. (2016). Application of an ensemble smoother with multiple data assimilation to the bergermeer gas field, using PS-InSAR. Geomechanics for Energy and the Environment, 5(March), 16–28. https://doi.org/10.1016/j.gete.2015.11.003 + + + Applicability of satellite radar imaging to monitor the conditions of levees + Özer + Journal of Flood Risk Management + S2 + 12 + 10.1111/jfr3.12509 + 2019 + Özer, I. E., Leijen, F. J. van, Jonkman, S. N., & Hanssen, R. F. (2019). Applicability of satellite radar imaging to monitor the conditions of levees. Journal of Flood Risk Management, 12(S2), e12509. https://doi.org/10.1111/jfr3.12509 + + + A tutorial on synthetic aperture radar + Moreira + IEEE Geoscience and remote sensing magazine + 1 + 1 + 10.1109/MGRS.2013.2248301 + 2013 + Moreira, A., Prats-Iraola, P., Younis, M., Krieger, G., Hajnsek, I., & Papathanassiou, K. P. (2013). A tutorial on synthetic aperture radar. IEEE Geoscience and Remote Sensing Magazine, 1(1), 6–43. https://doi.org/10.1109/MGRS.2013.2248301 + + + Peat subsidence and dynamics in midden-delfland, the netherlands, from time series InSAR analysis and the SPAMS model + Lumban-Gaol + Geoderma + 463 + 10.1016/j.geoderma.2025.117551 + 0016-7061 + 2025 + Lumban-Gaol, Y., Conroy, P., van Diepen, S., van Leijen, F., & Hanssen, R. (2025). Peat subsidence and dynamics in midden-delfland, the netherlands, from time series InSAR analysis and the SPAMS model. Geoderma, 463, 117551. https://doi.org/10.1016/j.geoderma.2025.117551 + + + On the definition of an independent stochastic model for InSAR time series + Brouwer + IEEE Transactions on Geoscience and Remote Sensing + 63 + 10.1109/TGRS.2025.3600893 + 2025 + Brouwer, W. S., & Hanssen, R. F. (2025). On the definition of an independent stochastic model for InSAR time series. IEEE Transactions on Geoscience and Remote Sensing, 63, 1–11. https://doi.org/10.1109/TGRS.2025.3600893 + + + First wide-area dutch peatland subsidence estimates based on InSAR + Conroy + IGARSS 2024 - 2024 IEEE international geoscience and remote sensing symposium + 10.1109/IGARSS53475.2024.10642504 + 2024 + Conroy, P., Lumban-Gaol, Y., Diepen, S. van, Leijen, F. van, & Hanssen, R. F. (2024). First wide-area dutch peatland subsidence estimates based on InSAR. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 10732–10735. https://doi.org/10.1109/IGARSS53475.2024.10642504 + + + Xarray: N-D labeled arrays and datasets in Python + Hoyer + Journal of Open Research Software + 1 + 5 + 10.5334/jors.148 + 2017 + Hoyer, S., & Hamman, J. (2017). Xarray: N-D labeled arrays and datasets in Python. Journal of Open Research Software, 5(1). https://doi.org/10.5334/jors.148 + + + Dask: Parallel computation with blocked algorithms and task scheduling + Rocklin + SciPy 2015 + 10.25080/Majora-7b98e3ed-013 + 2015 + Rocklin, M. (2015). Dask: Parallel computation with blocked algorithms and task scheduling. SciPy 2015. https://doi.org/10.25080/Majora-7b98e3ed-013 + + + Xarray-sentinel + Amici + 2024 + Amici, A., & others. (2024). Xarray-sentinel. https://github.com/bopen/xarray-sentinel + + + + + + From 2cbe2508753912b6fad2290b1e75e3e7181a17d2 Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Tue, 21 Jul 2026 17:37:23 +0100 Subject: [PATCH 3/3] Creating 10.21105.joss.10492.jats --- .../paper.jats/10.21105.joss.10492.jats | 517 ++++++++++++++++++ 1 file changed, 517 insertions(+) create mode 100644 joss.10492/paper.jats/10.21105.joss.10492.jats diff --git a/joss.10492/paper.jats/10.21105.joss.10492.jats b/joss.10492/paper.jats/10.21105.joss.10492.jats new file mode 100644 index 0000000000..e0768c3c54 --- /dev/null +++ b/joss.10492/paper.jats/10.21105.joss.10492.jats @@ -0,0 +1,517 @@ + + +
+ + + + +Journal of Open Source Software +JOSS + +2475-9066 + +Open Journals + + + +10492 +10.21105/joss.10492 + +SARXarray: Xarray extension for Synthetic Aperture Radar +data + + + +https://orcid.org/0000-0002-5373-5209 + +Ku +Ou + + + + +https://orcid.org/0000-0001-8407-6472 + +(Sarah) Alidoost +Fakhereh + + + + +https://orcid.org/0000-0002-9350-3779 + +van Diepen +Simon + + + + +https://orcid.org/0000-0002-2582-9267 + +van Leijen +Freek + + + + + +Netherlands eScience Center, Netherlands + + + + +Department of Geoscience and Remote Sensing, Delft +University of Technology, Netherlands + + + + +22 +12 +2024 + +11 +123 +10492 + +Authors of papers retain copyright and release the +work under a Creative Commons Attribution 4.0 International License (CC +BY 4.0) +2026 +The article authors + +Authors of papers retain copyright and release the work under +a Creative Commons Attribution 4.0 International License (CC BY +4.0) + + + +Python +Synthetic Aperture Radar +SAR +InSAR +Dask +Xarray + + + + + + Summary +

Satellite-based Synthetic Aperture Radar (SAR) provides invaluable + data for Earth Observation. The Interferometric SAR (InSAR) technique + (Hanssen, + 2001), which utilizes a stack of SAR images in Single Look + Complex (SLC) format, plays a significant role in various surface + motion monitoring applications, e.g. civil-infrastructure stability + (Chang + et al., 2017; + Chang + & Hanssen, 2014; + Özer + et al., 2019), and hydrocarbon extraction + (Fokker + et al., 2016; + Zhang + et al., 2022). To facilitate advanced data processing for InSAR + communities, we developed SARXarray, a Xarray + extension for handling co-registered SLC SAR stacks.

+
+ + Statement of Need +

Satellite-based SAR generates data stacks with long temporal + coverage, wide spatial coverage, and high spatio-temporal resolution + (Moreira + et al., 2013). Handling SAR data stacks in an efficient way is + a common challenge within the InSAR community. To address this + challenge, High-Performance Computing (HPC) is often used to process + data in a parallel and distributed manner. However, to fully leverage + HPC capabilities, data processing workflows need to be customized for + each specific use-case.

+

To facilitate efficient processing of SLC SAR stacks and minimize + code customization, we developed SARXarray.

+

SARXarray leverages two well-established + Python libraries Xarray + (Hoyer + & Hamman, 2017) and Dask + (Rocklin, + 2015) from the + Pangeo + community. It utilizes Xarray’s support on labeled + multi-dimensional datasets to stress the space-time character of an + SLC SAR stack. Dask is used to perform lazy + evaluation of operations and block-wise computations. SARXarray can be + integrated into existing Python workflows of InSAR processing and + deployed on a variety of compute infrastructures.

+
+ + State of the field +

A similar open-source library + xarray-sentinel(Amici + & others, 2024) exists for handling raw Sentinel-1 GRD and + SLC data as lazy-loaded Xarray Datasets. Despite the similar goals of + digesting SAR data into lazy-loaded Xarray Datasets, + SARXarray and + xarray-sentinel are designed for different + applications:

+ + +

SARXarray is designed to handle + co-registered SLC stacks, instead of raw Sentinel-1 data products + from European Space Agency (ESA). It is able to lazily read the + output of two common SLC co-registration tools: + DORIS + and + SNAP + into Xarray objects. The two tools perform the necessary + coregistration step, which aligns the SLCs in a stack to a common + reference frame. The generated outputs can be further used in + Time-Series InSAR (TS-InSAR) processing.

+
+ +

SARXarray supports interferometric + stacks from other sensors than Sentinel-1, as long as they can be + co-registered by SNAP or DORIS. It reads the output from the two + co-registration tools, and relies on them to handle the + specificities of different sensors.

+
+
+
+ + Software design +

SARXarray is designed as an extension of + Xarray using accessors. This design is motivated by + Xarray + community’s recommendation, in order to isolate the + extension from API changes of the core Xarray library.

+

The software has three main components:

+ + +

an I/O module that lazily loads/writes binary SLCs and related + metadata

+
+ +

a Stack accessor that provides basic SAR-specific operations + (amplitude/phase extraction and Mean-Reflection-Map + generation)

+
+ +

a utility module that provides functions for multi-Looking and + coherence calculation.

+
+
+
+ + Research impact statement +

SARXarray is a dependency of + CAROLINE + (Contextual and Autonomous processing of satellite Radar Observations + for Learning and Interpreting the Natural and built Environment), + which is an InSAR processing framework developed by the InSAR group of + Delft University of Technology. It has facilitated the data processing + of multiple InSAR research projects + (Brouwer + & Hanssen, 2025; + Conroy + et al., 2024; + Lumban-Gaol + et al., 2025).

+

SARXarray is a recognized related project of + the Xarray ecosystem, see the + Xarray + user-guide page.

+
+ + Tutorial +

We provide a tutorial as a Jupyter notebook to demonstrate the + functionalities of SARXarray:

+

Tutorial + Jupyter notebook

+

The tutorial includes the following steps:

+ + +

Installation and data preparation

+
+ +

Lazy loading a SAR data stack in binary format as an Xarray + Dataset

+
+ +

Attaching attributes to the loaded stack

+
+ +

Applying common SAR operations on the loaded stack such as:

+ + +

Multi-Looking

+
+ +

Creation of a Mean-Reflectivity-Map (MRM)

+
+ +

Estimation of coherence

+
+
+
+
+
+ + Acknowledgements +

The authors express sincere gratitude to the Dutch Research Council + (Nederlandse Organisatie voor Wetenschappelijk Onderzoek, NWO) for + their generous funding of the SARXarray + development through the Collaboration in Innovative Technologies (CIT + 2021) Call, grant NLESC.CIT.2021.006. We would like to extend special + thanks to SURF for providing valuable computational resources for + SARXarray testing via grants EINF-2051, + EINF-4287 and EINF-6883.

+

We would also like to thank Dr. Francesco Nattino, Dr. Meiert + Willem Grootes and Dr. Pranav Chandramouli of the Netherlands eScience + Center for the insightful discussions, which are important + contributions to this work.

+
+ + AI usage disclosure +

In writing the software documentation and the JOSS paper, GPT-5 was + used for language improvements for grammar correction and style + edits.

+

Specifically, in the documentation process, an agent skill (under + path ../.github/skills/release-changelog) is + used to generate changelog entries from git tags and commit history. + The generated content was always reviewed and edited by a human before + being committed to the repository.

+

Additionally, various language models were used via + GitHub + Copilot in Pull Requests reviews, for pre-filtering obvious + issues such as typos, small logical errors, and for suggesting code + improvements. All suggestions from AI were reviewed and verified by + the authors before merging into the codebase. The correctness of the + code was ensured by the unit tests.

+
+ + + + + + + + ChangLing + HanssenRamon F. + + Detection of cavity migration and sinkhole risk using radar interferometric time series + Remote Sensing of Environment + 2014 + 147 + 0034-4257 + https://www.sciencedirect.com/science/article/pii/S0034425714000674 + 10.1016/j.rse.2014.03.002 + 56 + 64 + + + + + + ChangLing + DollevoetRolf P. B. J. + HanssenRamon F. + + Nationwide railway monitoring using satellite SAR interferometry + IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing + 2017 + 10 + 2 + 10.1109/JSTARS.2016.2584783 + 596 + 604 + + + + + + ZhangBin + ChangLing + SteinAlfred + + A model-backfeed deformation estimation method for revealing 20-year surface dynamics of the groningen gas field using multi-platform SAR imagery + International Journal of Applied Earth Observation and Geoinformation + 2022 + 111 + 1569-8432 + https://www.sciencedirect.com/science/article/pii/S1569843222000498 + 10.1016/j.jag.2022.102847 + 102847 + + + + + + + HanssenR. F. + + Radar interferometry: Data interpretation and error analysis + Kluwer Academic Publishers + Dordrecht + 2001 + 978-0-7923-6945-5 + 10.1007/0-306-47633-9 + + + + + + FokkerPA + WassingBBT + van LeijenFJ + HanssenRF + NieuwlandDA + + Application of an ensemble smoother with multiple data assimilation to the bergermeer gas field, using PS-InSAR + Geomechanics for Energy and the Environment + Elsevier + 2016 + 5 + March + 2352-3808 + 10.1016/j.gete.2015.11.003 + 16 + 28 + + + + + + ÖzerIşıl E. + LeijenFreek J. van + JonkmanSebastiaan N. + HanssenRamon F. + + Applicability of satellite radar imaging to monitor the conditions of levees + Journal of Flood Risk Management + 2019 + 12 + S2 + https://onlinelibrary.wiley.com/doi/abs/10.1111/jfr3.12509 + 10.1111/jfr3.12509 + e12509 + + + + + + + MoreiraAlberto + Prats-IraolaPau + YounisMarwan + KriegerGerhard + HajnsekIrena + PapathanassiouKonstantinos P + + A tutorial on synthetic aperture radar + IEEE Geoscience and remote sensing magazine + IEEE + 2013 + 1 + 1 + 10.1109/MGRS.2013.2248301 + 6 + 43 + + + + + + Lumban-GaolYustisi + ConroyPhilip + van DiepenSimon + van LeijenFreek + HanssenRamon + + Peat subsidence and dynamics in midden-delfland, the netherlands, from time series InSAR analysis and the SPAMS model + Geoderma + 2025 + 463 + 0016-7061 + https://www.sciencedirect.com/science/article/pii/S0016706125003921 + 10.1016/j.geoderma.2025.117551 + 117551 + + + + + + + BrouwerWietske S. + HanssenRamon F. + + On the definition of an independent stochastic model for InSAR time series + IEEE Transactions on Geoscience and Remote Sensing + 2025 + 63 + + 10.1109/TGRS.2025.3600893 + 1 + 11 + + + + + + ConroyPhilip + Lumban-GaolYustisi + DiepenSimon van + LeijenFreek van + HanssenRamon F. + + First wide-area dutch peatland subsidence estimates based on InSAR + IGARSS 2024 - 2024 IEEE international geoscience and remote sensing symposium + 2024 + + 10.1109/IGARSS53475.2024.10642504 + 10732 + 10735 + + + + + + HoyerS. + HammanJ. + + Xarray: N-D labeled arrays and datasets in Python + Journal of Open Research Software + Ubiquity Press + 2017 + 5 + 1 + https://doi.org/10.5334/jors.148 + 10.5334/jors.148 + + + + + + RocklinMatthew + + Dask: Parallel computation with blocked algorithms and task scheduling + SciPy 2015 + 2015 + https://doi.org/10.25080/Majora-7b98e3ed-013 + 10.25080/Majora-7b98e3ed-013 + + + + + + AmiciA + others + + Xarray-sentinel + 2024 + https://github.com/bopen/xarray-sentinel + + + + +