diff --git a/README.md b/README.md index b558e76..64cbb3d 100644 --- a/README.md +++ b/README.md @@ -1,226 +1,157 @@ # xarray-sentinel -Xarray backend to explore and read Copernicus Sentinel-1 SAR data products. +Easily explore and access the SAR data products of the +[Copernicus Sentinel-1 satellite mission](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-1) +in Python. -This Open Source project is sponsored by B-Open - https://www.bopen.eu +This Open Source project is sponsored by B-Open - https://www.bopen.eu. ## Features -- read SAR imagery data: full image, individual swaths, individual SLC bursts - **Alpha** -- read metadata: orbit, attitude, GCPs, calibration, dc_estimate, azimuth_fm_rate - **Alpha** -- supported products: - - Sentinel-1 SLC IW (Interferometric Wide Swath): **Alpha** - - Sentinel-1 SLC EW (Extended Wide Swath): **Alpha** - - Sentinel-1 SLC SM (Stripmap): **Alpha** - - Sentinel-1 GRD SM/IW/EW: **technology preview** -- read uncompressed and compressed SAFE products locally or on a network via *fsspec* +- supports the following data products as [distributed by ESA](https://scihub.copernicus.eu/dhus/#/home): + - Sentinel-1 Single Look Complex (SLC): + - Stripmap (SM) - *alpha* + - Interferometric Wide Swath (IW) - *alpha* + - Extra Wide Swath (EW) - *alpha* + - Wave (WV) - *technology preview* + - Sentinel-1 Ground Range Detected (GRD) SM/IW/EW/WV - *technology preview* +- creates ready-to-use [Xarray](https://xarray.pydata.org) `Dataset`s that map the data + lazily and efficiently in terms of both memory usage and disk / network access - *alpha* +- reads all SAR imagery data: GRD images, SLC swaths and SLC bursts - *alpha* +- reads several metadata elements: + satellite orbit and attitude, ground control points, radiometric calibration look up tables, + Doppler centroid estimation and more - *alpha* +- reads uncompressed and compressed SAFE data products on the local computer or + on a network via [*fsspec*](https://filesystem-spec.readthedocs.io) - *technology preview* +- allows larger-than-memory and distributed processing via [*dask*](https://dask.org) - *alpha* + +Overall the software is in the **alpha** phase and the usual caveats apply. +A few features, identified as *technology preview* above, are not fully usable yet. ## Install -The easiest way to install *xarray-sentinel* is via *conda*. +The easiest way to install *xarray-sentinel* is in a *conda* environment. You may create a new environment, activate it, install the package and its dependencies with the following commands: ```shell conda create -n XARRAY-SENTINEL conda activate XARRAY-SENTINEL - conda install -c conda-forge rioxarray xarray xmlschema + conda install -c conda-forge fsspec rioxarray xarray xmlschema pip install xarray-sentinel ``` -## Sentinel-1 SLC IW +## Usage -### Data +The SAR data products of the Copernicus Sentinel-1 satellite mission are distributed in +the SAFE format, composed of a few raster data files in TIFF and several metadata files in XML. +The aim of *xarray-sentinel* is to provide a developer-friendly Python interface to all data and +several metadata elements as Xarray `Dataset`s in order to enable easy processing of SAR data +into value-added products. -Currently, xarray-sentinel provides access as Xarray datasets to the following data: - -- full image -- individual swaths -- individual SLC bursts -- gcp -- orbit -- attitude -- calibration -- dc_estimate -- azimuth_fm_rate - -using `azimuth_time` and `slant_range_time` dimensions when it make sense. - -## Examples: +Due to the inherent complexity and redundancy of the SAFE format *xarray-sentinel* +maps it to a tree of *groups* where every *group* may be opened as a `Dataset`, +but it may also contain *subgroups*, that are listed in the `"subgroups"` attribute. ### Open the root dataset +For example let's explore the Sentinel-1 SLC Stripmap product in the local folder +`./S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE`. +First we can open the SAR data product by passing the `engine="sentinel-1"` to `xr.open_dataset` +and we can access the root group of the product, also known as `/`: + ```python-repl ->>> from xarray_sentinel import sentinel1 ->>> product_path = "tests/data/S1B_IW_SLC__1SDV_20210401T052622_20210401T052650_026269_032297_EFA4.SAFE" ->>> sentinel1.open_dataset(product_path) +>>> import xarray as xr +>>> slc_sm_path = "./S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE" +>>> xr.open_dataset(slc_sm_path, engine="sentinel-1") Dimensions: () Data variables: *empty* Attributes: ... constellation: sentinel-1 - platform: sentinel-1b + platform: sentinel-1a instrument: ['c-sar'] - sat:orbit_state: descending - sat:absolute_orbit: 26269 - sat:relative_orbit: 168 + sat:orbit_state: ascending + sat:absolute_orbit: 37258 + sat:relative_orbit: 86 ... ... sar:product_type: SLC - xs:instrument_mode_swaths: ['IW1', 'IW2', 'IW3'] + xs:instrument_mode_swaths: ['S3'] group: / - subgroups: ['IW1', 'IW1/VH', 'IW1/VH/gcp', 'IW1/VH/orbit... + subgroups: ['S3', 'S3/VH', 'S3/VH/gcp', 'S3/VH/orbit', '... Conventions: CF-1.8 history: created by xarray_sentinel-... ``` -The attribute `subgroups` shows the available groups to be loaded. The keyword `group` -shall be used to select the dataset to be loaded. - -The groups present in a typical SLC SAFE package are: - -``` -/ -├─ IW1 -│ ├─ VH -│ │ ├─ gcp -│ │ ├─ orbit -│ │ ├─ attitude -│ │ ├─ dc_estimate -│ │ ├─ azimuth_fm_rate -│ │ └─ calibration -│ └─ VV -│ ├─ gcp -│ ├─ orbit -│ ├─ attitude -│ ├─ dc_estimate -│ ├─ azimuth_fm_rate -│ └─ calibration -├─ IW2 -│ ├─ VH -│ │ ├─ gcp -... -│ └─ VV -│ ├─ gcp -... - -``` +The root `Dataset` does not contain any data variable, but only attributes that provides general information +on the product and a description of the tree structure of the data. +The attribute `group` contains the name of the current group and the `subgroups` attribute shows +the names of all available groups below this one. -### Open the gcp dataset +### Open the measurements datasets -To load the gcp relative to the VV polarisation of first swath use the key `group="IW1/VV/gcp"`: +In order to open the other groups we need to add the keyword `group` to `xr.open_dataset`. +So we can read the measurement by selecting the desired bean mode and the polarization, +in this example the data contains the S3 beam mode and we select the VH polarization with `group="S3/VH"`: ```python-repl ->>> sentinel1.open_dataset(product_path, group="IW1/VV/gcp") +>>> xr.open_dataset(slc_sm_path, group="S3/VH", engine="sentinel-1") -Dimensions: (azimuth_time: 10, slant_range_time: 21) +Dimensions: (slant_range_time: 18998, azimuth_time: 36895) Coordinates: - * azimuth_time (azimuth_time) datetime64[ns] 2021-04-01T05:26:24.20973... - * slant_range_time (slant_range_time) float64 0.005343 0.00536 ... 0.005679 - line (azimuth_time) int64 0 1501 3002 ... 10507 12008 13508 - pixel (slant_range_time) int64 0 1082 2164 ... 19476 20558 21631 + pixel (slant_range_time) int64 ... + line (azimuth_time) int64 ... + * slant_range_time (slant_range_time) float64 ... + * azimuth_time (azimuth_time) datetime64[ns] ... Data variables: - latitude (azimuth_time, slant_range_time) float64 ... - longitude (azimuth_time, slant_range_time) float64 ... - height (azimuth_time, slant_range_time) float64 ... - incidenceAngle (azimuth_time, slant_range_time) float64 ... - elevationAngle (azimuth_time, slant_range_time) float64 ... + measurement (azimuth_time, slant_range_time) complex64 ... Attributes: ... + sar:center_frequency: 5.40500045433435 constellation: sentinel-1 - platform: sentinel-1b + platform: sentinel-1a instrument: ['c-sar'] - sat:orbit_state: descending - sat:absolute_orbit: 26269 - sat:relative_orbit: 168 + sat:orbit_state: ascending + sat:absolute_orbit: 37258 ... ... - xs:instrument_mode_swaths: ['IW1', 'IW2', 'IW3'] - group: /IW1/VV/gcp + sar:product_type: SLC + xs:instrument_mode_swaths: ['S3'] + group: /S3/VH + subgroups: ['gcp', 'orbit', 'attitude', 'dc_estimate', '... Conventions: CF-1.8 - title: Geolocation grid - comment: The dataset contains geolocation grid point e... history: created by xarray_sentinel-... ``` -### Open the orbit dataset +The `measurement` variable contains the Single Look Complex measurements as a `complex64` +and it has dimensions `slant_range_time` and `azimuth_time`. +The `azimuth_time` is a time coordinates that contains the zero-Dopper UTC time associated with the image line +and `slant_range_time` is a `np.float64` coordinate that contains the two-ways range time associated with +image the pixel. -Similarly for orbit data use `group="IW1/VV/attitude"`: +### Open the metadata datasets -```python-repl ->>> sentinel1.open_dataset(product_path, group="IW1/VV/orbit") - -Dimensions: (axis: 3, azimuth_time: 17) -Coordinates: - * azimuth_time (azimuth_time) datetime64[ns] 2021-04-01T05:25:19 ... 2021-... - * axis (axis) int64 0 1 2 -Data variables: - position (axis, azimuth_time) ... - velocity (axis, azimuth_time) ... -Attributes: ... - reference_system: Earth Fixed - constellation: sentinel-1 - platform: sentinel-1b - instrument: ['c-sar'] - sat:orbit_state: descending - sat:absolute_orbit: 26269 - ... ... - xs:instrument_mode_swaths: ['IW1', 'IW2', 'IW3'] - group: /IW1/VV/orbit - Conventions: CF-1.8 - title: Orbit information used by the IPF during proc... - comment: The dataset contains a sets of orbit state ve... - history: created by xarray_sentinel-... - -``` +The measurement group contains several subgroups with metadata associated to the image, at the moment +*xarray-sentinel* supports the following metadata datasets: -### Attitude and calibration datasets +- `gcp` from the `` tags in the annotation XML +- `orbit` from the `` tags in the annotation XML +- `attitude` from the `` tags in the annotation XML +- `cd_estimate` from the `` tags in the annotation XML +- `azimuth_fm_rate` from the `` tags in the annotation XML +- `calibration` from the `` tags in the calibration XML -For attitude data use `group="IW1/VV/attitude"`: +For example the image calibration metadata associated with the `S3/VH` image can be read using +`group="S3/VH/calibration"`: ```python-repl ->>> sentinel1.open_dataset(product_path, group="IW1/VV/attitude") +>>> xr.open_dataset(slc_sm_path, group="S3/VH/calibration", engine="sentinel-1") -Dimensions: (azimuth_time: 25) +Dimensions: (line: 22, pixel: 476) Coordinates: - * azimuth_time (azimuth_time) datetime64[ns] 2021-04-01T05:26:24.750001 ..... -Data variables: - q0 (azimuth_time) float64 ... - q1 (azimuth_time) float64 ... - q2 (azimuth_time) float64 ... - q3 (azimuth_time) float64 ... - wx (azimuth_time) float64 ... - wy (azimuth_time) float64 ... - wz (azimuth_time) float64 ... - pitch (azimuth_time) float64 ... - roll (azimuth_time) float64 ... - yaw (azimuth_time) float64 ... -Attributes: ... - constellation: sentinel-1 - platform: sentinel-1b - instrument: ['c-sar'] - sat:orbit_state: descending - sat:absolute_orbit: 26269 - sat:relative_orbit: 168 - ... ... - xs:instrument_mode_swaths: ['IW1', 'IW2', 'IW3'] - group: /IW1/VV/attitude - Conventions: CF-1.8 - title: Attitude information used by the IPF during p... - comment: The dataset contains a sets of attitude data ... - history: created by xarray_sentinel-... - -``` - -and for calibration data use `group="IW1/VV/calibration"`: - -```python-repl ->>> sentinel1.open_dataset(product_path, group="IW1/VV/calibration") - -Dimensions: (line: 30, pixel: 542) -Coordinates: - * line (line) int64 -1042 -556 91 577 ... 13042 13688 14175 14661 - * pixel (pixel) int64 0 40 80 120 160 ... 21520 21560 21600 21631 + * line (line) int64 0 1925 3850 5775 7700 ... 34649 36574 38499 40424 + * pixel (pixel) int64 0 40 80 120 160 ... 18880 18920 18960 18997 Data variables: azimuth_time (line) datetime64[ns] ... sigmaNought (line, pixel) float64 ... @@ -229,14 +160,14 @@ Data variables: dn (line, pixel) float64 ... Attributes: ... constellation: sentinel-1 - platform: sentinel-1b + platform: sentinel-1a instrument: ['c-sar'] - sat:orbit_state: descending - sat:absolute_orbit: 26269 - sat:relative_orbit: 168 + sat:orbit_state: ascending + sat:absolute_orbit: 37258 + sat:relative_orbit: 86 ... ... - xs:instrument_mode_swaths: ['IW1', 'IW2', 'IW3'] - group: /IW1/VV/calibration + xs:instrument_mode_swaths: ['S3'] + group: /S3/VH/calibration Conventions: CF-1.8 title: Calibration coefficients comment: The dataset contains calibration information ... @@ -244,26 +175,59 @@ Attributes: ... ``` -### Open a single swath / polarisation dataset +Note that in this case the dimensions are `line` and `pixel` with coordinates corresponding to +the sub-grid of the original image where it is defined the calibration Look Up Table. + +The groups present in a typical Sentinel-1 SLC Stripmap product are: -Finally the measurement data is found in a swath / polarisation groups accessed for -example as `group="IW1/VV"` for the VV polarisation of the first IW swath: +``` +/ +└─ S3 + ├─ VH + │ ├─ gcp + │ ├─ orbit + │ ├─ attitude + │ ├─ dc_estimate + │ ├─ azimuth_fm_rate + │ └─ calibration + └─ VV + ├─ gcp + ├─ orbit + ├─ attitude + ├─ dc_estimate + ├─ azimuth_fm_rate + └─ calibration + +``` + +## Advanced usage + +Products representing the TOPS acquisition modes, IW and EW, are more complex because they contain +several beam modes in the same SAFE package, but also because the measurement array is a collage +of sub-images called *bursts*. + +*xarray-sentinel* provides a helper function that crops a burst out of a measurement dataset for you. + +You need to first open the desired measurement dataset, for example the VH polarisation +of the first IW swath of the `S1B_IW_SLC__1SDV_20210401T052622_20210401T052650_026269_032297_EFA4` +product in the current folder: ```python-repl ->>> swath_polarisation_ds = sentinel1.open_dataset(product_path, group="IW1/VV") ->>> swath_polarisation_ds +>>> slc_iw_path = "./S1B_IW_SLC__1SDV_20210401T052622_20210401T052650_026269_032297_EFA4.SAFE" +>>> slc_iw1_vh = xr.open_dataset(slc_iw_path, group="IW1/VH", engine="sentinel-1") +>>> slc_iw1_vh Dimensions: (pixel: 21632, line: 13509) Coordinates: - * pixel (pixel) int64 0 1 2 ... 21629 21630 21631 - * line (line) int64 0 1 2 ... 13506 13507 13508 - slant_range_time (pixel) float64 0.005343 0.005343 ... 0.005679 0.005679 - azimuth_time (line) datetime64[ns] 2021-04-01T05:26:24.209990 ... + * pixel (pixel) int64 0 1 2 3 4 ... 21627 21628 21629 21630 21631 + * line (line) int64 0 1 2 3 4 5 ... 13504 13505 13506 13507 13508 + slant_range_time (pixel) float64 ... + azimuth_time (line) datetime64[ns] ... Data variables: measurement (line, pixel) complex64 ... -Attributes: ... - azimuth_steering_rate: 1.590368784 +Attributes: (12/20) sar:center_frequency: 5.40500045433435 + azimuth_steering_rate: 1.590368784 number_of_bursts: 9 lines_per_burst: 1501 constellation: sentinel-1 @@ -271,20 +235,21 @@ Attributes: ... ... ... sar:product_type: SLC xs:instrument_mode_swaths: ['IW1', 'IW2', 'IW3'] - group: /IW1/VV + group: /IW1/VH subgroups: ['gcp', 'orbit', 'attitude', 'dc_estimate', '... Conventions: CF-1.8 history: created by xarray_sentinel-... ``` -### Crop single SLC burst dataset +Note that the measurement data for IW and EW acquisition modes can not be indexed by physical +coordinates because of the collage nature of the image. -A single burst can be cropped out of the swath data. *xarray_sentinel* offer an helper function -that also performs additional changes like swapping the dimenstions: +Now the 9th burst out of 9 can be cropped from the swath data using `burst_index=8`, via: ```python-repl ->>> sentinel1.crop_burst_dataset(swath_polarisation_ds, burst_index=8) +>>> import xarray_sentinel +>>> xarray_sentinel.crop_burst_dataset(slc_iw1_vh, burst_index=8) Dimensions: (slant_range_time: 21632, azimuth_time: 1501) Coordinates: @@ -294,15 +259,15 @@ Coordinates: * azimuth_time (azimuth_time) datetime64[ns] 2021-04-01T05:26:46.27227... Data variables: measurement (azimuth_time, slant_range_time) complex64 ... -Attributes: ... - azimuth_steering_rate: 1.590368784 +Attributes: (12/22) sar:center_frequency: 5.40500045433435 + azimuth_steering_rate: 1.590368784 number_of_bursts: 9 lines_per_burst: 1501 constellation: sentinel-1 platform: sentinel-1b ... ... - group: /IW1/VV + group: /IW1/VH subgroups: ['gcp', 'orbit', 'attitude', 'dc_estimate', '... Conventions: CF-1.8 history: created by xarray_sentinel-... @@ -311,14 +276,38 @@ Attributes: ... ``` -## Xarray integration +Note that the helper function also performs additional changes like swapping the dimenstions +to the physical coordinates and adding burst attributes. -Starting with Xarray v0.18.0, xarray-sentinel will be automatically available as -an Xarray backend: +As a quick way to access burst data you can add the `burst_index` to the group specification on +open, for example `group="IW1/VH/8"`. +The burst groups are not listed in the `subgroup` attribute because they are not structural. ```python-repl ->>> import xarray as xr ->>> ds = xr.open_dataset(product_path, engine="sentinel-1") +>>> xr.open_dataset(slc_iw_path, group="IW1/VH/8", engine="sentinel-1") + +Dimensions: (slant_range_time: 21632, azimuth_time: 1501) +Coordinates: + pixel (slant_range_time) int64 ... + line (azimuth_time) int64 ... + * slant_range_time (slant_range_time) float64 0.005343 0.005343 ... 0.005679 + * azimuth_time (azimuth_time) datetime64[ns] 2021-04-01T05:26:46.27227... +Data variables: + measurement (azimuth_time, slant_range_time) complex64 ... +Attributes: (12/22) + sar:center_frequency: 5.40500045433435 + azimuth_steering_rate: 1.590368784 + number_of_bursts: 9 + lines_per_burst: 1501 + constellation: sentinel-1 + platform: sentinel-1b + ... ... + group: /IW1/VH + subgroups: ['gcp', 'orbit', 'attitude', 'dc_estimate', '... + azimuth_anx_time: 2210.634453 + burst_index: 8 + Conventions: CF-1.8 + history: created by xarray_sentinel-0.1.2.dev189+gf816... ``` @@ -334,21 +323,21 @@ testing, bug reports and contributions are highly welcomed and appreciated: https://github.com/bopen/xarray-sentinel -Lead developer: +Lead developers: -- [Aureliana Barghini](https://github.com/aurghs) - [B-Open](https://www.bopen.eu/) +- [Aureliana Barghini](https://github.com/aurghs) - [B-Open](https://www.bopen.eu) +- [Alessandro Amici](https://github.com/alexamici) - [B-Open](https://www.bopen.eu) Main contributors: -- [Alessandro Amici](https://github.com/alexamici) - [B-Open](https://www.bopen.eu/) -- [Corrado Avolio](https://github.com/corrado9999) - [e-GEOS](https://www.e-geos.it/) +- [Corrado Avolio](https://github.com/corrado9999) - [e-GEOS](https://www.e-geos.it) See also the list of [contributors](https://github.com/bopen/xarray-sentinel/contributors) who participated in this project. ## License ``` -Copyright 2021, B-Open Solutions srl and the xarray-sentinel authors. +Copyright 2021-2022, B-Open Solutions srl and the xarray-sentinel authors. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. diff --git a/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE b/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE new file mode 120000 index 0000000..d434696 --- /dev/null +++ b/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE @@ -0,0 +1 @@ +tests/data/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE \ No newline at end of file diff --git a/S1B_IW_SLC__1SDV_20210401T052622_20210401T052650_026269_032297_EFA4.SAFE b/S1B_IW_SLC__1SDV_20210401T052622_20210401T052650_026269_032297_EFA4.SAFE new file mode 120000 index 0000000..0d93aba --- /dev/null +++ b/S1B_IW_SLC__1SDV_20210401T052622_20210401T052650_026269_032297_EFA4.SAFE @@ -0,0 +1 @@ +tests/data/S1B_IW_SLC__1SDV_20210401T052622_20210401T052650_026269_032297_EFA4.SAFE \ No newline at end of file diff --git a/setup.cfg b/setup.cfg index b6cbb36..83bd379 100644 --- a/setup.cfg +++ b/setup.cfg @@ -3,7 +3,7 @@ name = xarray-sentinel author = B-Open author_email = software@bopen.eu license = Apache License 2.0 -description = Xarray backend to Copernicus Sentinel-1 satellite data products +description = Easily explore and access the SAR data products of the Copernicus Sentinel-1 satellite mission url = https://github.com/bopen/xarray-sentinel classifiers = Development Status :: 2 - Pre-Alpha diff --git a/tests/data/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE/annotation/calibration/calibration-s1a-s3-slc-vh-20210401t152855-20210401t152914-037258-04638e-001.xml b/tests/data/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE/annotation/calibration/calibration-s1a-s3-slc-vh-20210401t152855-20210401t152914-037258-04638e-001.xml new file mode 100644 index 0000000..9f6194f --- /dev/null +++ b/tests/data/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE/annotation/calibration/calibration-s1a-s3-slc-vh-20210401t152855-20210401t152914-037258-04638e-001.xml @@ -0,0 +1,218 @@ + + + + S1A + SLC + VH + S3 + S3 + 2021-04-01T15:28:55.111501 + 2021-04-01T15:29:14.277650 + 37258 + 287630 + 001 + + + 1.000000e+00 + + + + 2021-04-01T15:28:55.111501 + 0 + 0 40 80 120 160 200 240 280 320 360 400 440 480 520 560 600 640 680 720 760 800 840 880 920 960 1000 1040 1080 1120 1160 1200 1240 1280 1320 1360 1400 1440 1480 1520 1560 1600 1640 1680 1720 1760 1800 1840 1880 1920 1960 2000 2040 2080 2120 2160 2200 2240 2280 2320 2360 2400 2440 2480 2520 2560 2600 2640 2680 2720 2760 2800 2840 2880 2920 2960 3000 3040 3080 3120 3160 3200 3240 3280 3320 3360 3400 3440 3480 3520 3560 3600 3640 3680 3720 3760 3800 3840 3880 3920 3960 4000 4040 4080 4120 4160 4200 4240 4280 4320 4360 4400 4440 4480 4520 4560 4600 4640 4680 4720 4760 4800 4840 4880 4920 4960 5000 5040 5080 5120 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4.349322454074803e+01 + -1.889094710350037e-05 + 3.465422190813580e+01 + 3.081727419087469e+01 + + + + + + + + + + diff --git a/tests/data/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE/measurement/s1a-s3-slc-vh-20210401t152855-20210401t152914-037258-04638e-001.tiff b/tests/data/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE/measurement/s1a-s3-slc-vh-20210401t152855-20210401t152914-037258-04638e-001.tiff new file mode 100644 index 0000000..483bf4c Binary files /dev/null and b/tests/data/S1A_S3_SLC__1SDV_20210401T152855_20210401T152914_037258_04638E_6001.SAFE/measurement/s1a-s3-slc-vh-20210401t152855-20210401t152914-037258-04638e-001.tiff differ diff --git a/tests/test_20_sentinel1.py b/tests/test_20_sentinel1.py index b49af28..97080ea 100644 --- a/tests/test_20_sentinel1.py +++ b/tests/test_20_sentinel1.py @@ -210,28 +210,28 @@ def test_open_dataset() -> None: "IW1/VV/calibration", } - res = sentinel1.open_dataset(SLC_IW) + res = sentinel1.open_sentinel1_dataset(SLC_IW) assert isinstance(res, xr.Dataset) assert len(res.data_vars) == 0 assert set(res.attrs["subgroups"]) >= expected_groups - res = sentinel1.open_dataset(SLC_IW, group="IW1") + res = sentinel1.open_sentinel1_dataset(SLC_IW, group="IW1") assert isinstance(res, xr.Dataset) assert len(res.data_vars) == 0 - res = sentinel1.open_dataset(SLC_IW, group="IW1/VV/orbit") + res = sentinel1.open_sentinel1_dataset(SLC_IW, group="IW1/VV/orbit") assert isinstance(res, xr.Dataset) assert res.dims == {"axis": 3, "azimuth_time": 17} with pytest.raises(ValueError): - sentinel1.open_dataset(SLC_IW, group="IW1/VV/non-existent") + sentinel1.open_sentinel1_dataset(SLC_IW, group="IW1/VV/non-existent") def test_open_dataset_virtual_groups() -> None: - res = sentinel1.open_dataset(SLC_IW, group="IW1/VV/0") + res = sentinel1.open_sentinel1_dataset(SLC_IW, group="IW1/VV/0") assert isinstance(res, xr.Dataset) assert len(res.data_vars) == 1 @@ -239,7 +239,7 @@ def test_open_dataset_virtual_groups() -> None: def test_open_dataset_chunks() -> None: - res = sentinel1.open_dataset(SLC_IW, group="IW1/VV", chunks=1000) + res = sentinel1.open_sentinel1_dataset(SLC_IW, group="IW1/VV", chunks=1000) assert isinstance(res, xr.Dataset) assert len(res.dims) == 2 @@ -249,7 +249,7 @@ def test_open_dataset_chunks() -> None: def test_crop_burst_dataset() -> None: - swath_polarisation_ds = sentinel1.open_dataset(SLC_IW, group="IW1/VH") + swath_polarisation_ds = sentinel1.open_sentinel1_dataset(SLC_IW, group="IW1/VH") res = sentinel1.crop_burst_dataset(swath_polarisation_ds, 8) diff --git a/tests/test_30_sentinel1_fsspec.py b/tests/test_30_sentinel1_fsspec.py index ba3f6ba..dc10dea 100644 --- a/tests/test_30_sentinel1_fsspec.py +++ b/tests/test_30_sentinel1_fsspec.py @@ -64,12 +64,12 @@ def test_open_dataset_zip() -> None: "IW1/VV/calibration", } - res = sentinel1.open_dataset(zip_urlpath) + res = sentinel1.open_sentinel1_dataset(zip_urlpath) assert isinstance(res, xr.Dataset) assert set(res.attrs["subgroups"]) >= expected_groups - res = sentinel1.open_dataset(zip_urlpath, group="IW1/VV/orbit") + res = sentinel1.open_sentinel1_dataset(zip_urlpath, group="IW1/VV/orbit") assert isinstance(res, xr.Dataset) assert res.dims == {"axis": 3, "azimuth_time": 17} diff --git a/xarray_sentinel/__init__.py b/xarray_sentinel/__init__.py index dd70c78..8210dde 100644 --- a/xarray_sentinel/__init__.py +++ b/xarray_sentinel/__init__.py @@ -1,4 +1,4 @@ -# Copyright 2021, B-Open Solutions srl and the xarray-sentinel authors. +# Copyright 2021-2022, B-Open Solutions srl and the xarray-sentinel authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -20,6 +20,6 @@ # Local copy or not installed with setuptools __version__ = "999" -from .sentinel1 import crop_burst_dataset +from .sentinel1 import crop_burst_dataset, open_sentinel1_dataset -__all__ = ["__version__", "crop_burst_dataset"] +__all__ = ["__version__", "crop_burst_dataset", "open_sentinel1_dataset"] diff --git a/xarray_sentinel/sentinel1.py b/xarray_sentinel/sentinel1.py index e32aa4a..f0f20c3 100644 --- a/xarray_sentinel/sentinel1.py +++ b/xarray_sentinel/sentinel1.py @@ -328,7 +328,6 @@ def open_pol_dataset( freq=pd.to_timedelta(azimuth_time_interval, "s"), ).values attrs = { - "azimuth_steering_rate": product_information["azimuthSteeringRate"], "sar:center_frequency": product_information["radarFrequency"] / 10 ** 9, } @@ -337,6 +336,7 @@ def open_pol_dataset( lines_per_burst = swath_timing["linesPerBurst"] attrs.update( { + "azimuth_steering_rate": product_information["azimuthSteeringRate"], "number_of_bursts": number_of_bursts, "lines_per_burst": lines_per_burst, } @@ -471,7 +471,7 @@ def normalise_group(group: T.Optional[str]) -> T.Tuple[str, T.Optional[int]]: return group, burst_index -def open_dataset( +def open_sentinel1_dataset( product_urlpath: esa_safe.PathType, *, drop_variables: T.Optional[T.Tuple[str]] = None, diff --git a/xarray_sentinel/xarray_backends.py b/xarray_sentinel/xarray_backends.py index 0a42395..be635d1 100644 --- a/xarray_sentinel/xarray_backends.py +++ b/xarray_sentinel/xarray_backends.py @@ -13,7 +13,7 @@ def open_dataset( # type: ignore drop_variables: T.Optional[T.Tuple[str]] = None, group: T.Optional[str] = None, ) -> xr.Dataset: - ds = sentinel1.open_dataset( + ds = sentinel1.open_sentinel1_dataset( filename_or_obj, drop_variables=drop_variables, group=group ) return ds