A Python module for downloading ESA satellite data
Project description
esahub: Downloading data from ESA scihub
Author: Johannes Hansen (johannes.hansen@ed.ac.uk)
Setup
Install esahub
:
$ pip install esahub
This will also create a YAML configuration file in ~/.esahub.conf
(unless that file exists) by
copying config.yaml
. The configuration settings in ~/.esahub.conf
have precedence over the settings
in config.yaml
.
You should overwrite the required settings in your ~/.esahub.conf
, especially:
GENERAL.DATA_DIR
The full range of Copernicus data servers are supported, including:
https://scihub.copernicus.eu/dhus
https://scihub.copernicus.eu/apihub
https://scihub.copernicus.eu/s3
(guest access)https://s5phub.copernicus.eu/dhus
(guest access)https://tmphub.copernicus.eu/dhus
https://colhub.copernicus.eu/dhus
https://colhub2.copernicus.eu/dhus
For the majority of these you will need to provide your own authentication details
in SERVERS
.
Testing the installation
The recommended way of running tests is:
$ python setup.py test
Note: Running the tests may take a while as it includes testing live downloads from SciHub (although with very small files).
Command Line Usage
$ esahub [cmd] [args] ...
Available commands:
Command | Description |
---|---|
ls |
Queries SciHub for archives matching the specified query parameters. Prints the total number of files and data size. |
get |
Queries SciHub like ls , but then downloads the files. |
doctor |
Checks local satellite products for consistency, either by validating the zip/NetCDF format or by comparing to the MD5 checksum from SciHub. Allows to either delete or repair broken files. |
Options
Option | Available for | Description |
---|---|---|
<SAT> |
all | Satellite to query, e.g. S1A, S1B, S2A, S2B, S3A |
-N | --nproc <N> |
all | number of parallel processes/downloads (defaults to config GENERAL.N_PROC and GENERAL.N_DOWNLOADS ) |
--log |
all | write log file |
--quiet |
all | Suppress terminal output |
-d | --dir <DIR> |
all | raw data directory (defaults to config GENERAL.DATA_DIR ) |
-o | --out <FILE> |
ls |
write files to JSON |
-i | --in <FILE> |
get |
read files from JSON |
-m | --mission <MISSION> |
ls|get |
Sentinel-1|Sentinel-2|Sentinel-3 (default: Sentinel-3 ) |
-g | --geo <WKT> |
ls|get |
geospatial location in WKT format |
--location <LOCATION> |
ls|get |
location as defined in config LOCATIONS |
-t | --time <ARG> |
ls|get |
Supports a variety of datetime string formats. |
--type <TYPE> |
ls|get |
e.g. GRD |
--orbit <ORBIT> |
ls|get |
ASC or DESC |
--id <ID> |
ls|get |
product identifier, may include wildcards (* ) |
-q | --query <QUERY> |
ls|get |
custom query for SciHub, e.g. for single archive: identifier:... |
--mode <MODE> |
doctor |
zip|file |
--delete |
doctor |
delete corrupt files |
--repair |
doctor |
redownload corrupt files |
--email |
all |
send email report |
Datetime parsing
The following are examples of datetime formats that will be automatically parsed into a date or date range:
The following single dates will be explicitly converted to the date range covering the given year, month, or day:
--time 2016
--time 06/2018
--time 2018/06
--time "Sep 1, 2018"
Date ranges may also be specified explicitly:
--time "2016 to 2017"
--time "Jan 2016 - Feb 2016"
--time "01/01/2016, 14/01/2016"
One-sided date ranges are also possible:
--time "to 2017"
--time "01/2017-"
--time "01/12/2017,"
Examples
Ex 1. Retrieve the number of archives and total file size of Sentinel-3 archives uploaded to SciHub during the past midnight-to-midnight period intersecting Ireland (only works if Ireland
is defined in the config item LOCATIONS
):
$ esahub ls -t yesterday --location=Ireland
Ex 2. Download the archives uploaded yesterday for four locations.
$ esahub get -t yesterday --location=Ireland_Mace_Head --location=Namibia_Gobabeb --location=Italy_Rome_Tor_Vergata --location=France_La_Crau
Ex 3. Query SciHub for all available Sentinel-2 data for Ireland and write the result to a JSON file. Then read that JSON file by the get
command, thus downloading the specified files. Note: Since the JSON file may be edited manually, this approach offers the most flexibility.
$ esahub ls --location=Ireland --mission=Sentinel-2 --out=Sen2_IE.json
$ esahub get --in=Sen2_IE.json --log
Ex 4. Check all zip archives in a custom directory for MD5 consistency and generate a log file.
$ esahub doctor --dir=/path/to/dir/ --mode=md5 --log
Python API
from esahub import scihub
query = {'mission': 'Sentinel-1',
'geo': 'POINT(-9.0 53.0)',
'time': 'today'}
files = scihub.search(query)
scihub.download_many(files)
Dependencies
Required
pyyaml
numpy
lxml
shapely
python-dateutil
pytz
tqdm
Optional
pyproj
netCDF4
Libraries
libgeos_c
Project details
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