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GitHub / fred-sch / eo-learn-examples

Examples of Earth observation workflows that extract valuable information from satellite imagery, giving you hints and ideas how to use the EO data.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fred-sch%2Feo-learn-examples

Fork of sentinel-hub/eo-learn-examples
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Forks: 0
Open Issues: 0

License: mit
Language: Jupyter Notebook
Repo Size: 409 MB
Dependencies: 379

Created: over 1 year ago
Updated: 10 months ago
Last pushed: about 1 year ago
Last synced: 10 months ago

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Readme

Dependencies

.github/workflows/ci_action.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

city-temperature-downscaling/requirements.txt pypi

affine =2.4.0=pyhd8ed1ab_0
anyio =3.6.2=pyhd8ed1ab_0
appnope =0.1.3=pyhd8ed1ab_0
argon2-cffi =21.3.0=pyhd8ed1ab_0
argon2-cffi-bindings =21.2.0=py311h5547dcb_3
asttokens =2.2.1=pyhd8ed1ab_0
attrs =22.2.0=pyh71513ae_0
babel =2.12.1=pyhd8ed1ab_1
backcall =0.2.0=pyh9f0ad1d_0
backports =1.0=pyhd8ed1ab_3
backports.functools_lru_cache =1.6.4=pyhd8ed1ab_0
beautifulsoup4 =4.12.0=pyha770c72_0
bleach =6.0.0=pyhd8ed1ab_0
blosc =1.21.2=hebb52c4_0
boost-cpp =1.78.0=h8b082ac_1
brotli =1.0.9=hb7f2c08_8
brotli-bin =1.0.9=hb7f2c08_8
brotlipy =0.7.0=py311h5547dcb_1005
bzip2 =1.0.8=h0d85af4_4
c-ares =1.18.1=h0d85af4_0
ca-certificates =2022.12.7=h033912b_0
cairo =1.16.0=h904041c_1014
certifi =2022.12.7=pyhd8ed1ab_0
cffi =1.15.1=py311ha86e640_3
cfitsio =4.2.0=hd56cc12_0
cftime =1.6.2=py311hd5badaa_1
charset-normalizer =2.1.1=pyhd8ed1ab_0
click =8.1.3=unix_pyhd8ed1ab_2
click-plugins =1.1.1=py_0
cligj =0.7.2=pyhd8ed1ab_1
comm =0.1.3=pyhd8ed1ab_0
contourpy =1.0.7=py311hd2070f0_0
cryptography =39.0.2=py311h61927ef_0
curl =7.88.1=h6df9250_1
cycler =0.11.0=pyhd8ed1ab_0
debugpy =1.6.6=py311h814d153_0
decorator =5.1.1=pyhd8ed1ab_0
defusedxml =0.7.1=pyhd8ed1ab_0
entrypoints =0.4=pyhd8ed1ab_0
executing =1.2.0=pyhd8ed1ab_0
expat =2.5.0=hf0c8a7f_0
flit-core =3.8.0=pyhd8ed1ab_0
font-ttf-dejavu-sans-mono =2.37=hab24e00_0
font-ttf-inconsolata =3.000=h77eed37_0
font-ttf-source-code-pro =2.038=h77eed37_0
font-ttf-ubuntu =0.83=hab24e00_0
fontconfig =2.14.2=h5bb23bf_0
fonts-conda-ecosystem =1=0
fonts-conda-forge =1=0
fonttools =4.39.2=py311h5547dcb_0
freetype =2.12.1=h3f81eb7_1
freexl =1.0.6=hb7f2c08_1
gdal =3.6.3=py311h619941e_1
geos =3.11.2=hf0c8a7f_0
geotiff =1.7.1=h6d03f96_7
gettext =0.21.1=h8a4c099_0
giflib =5.2.1=hb7f2c08_3
hdf4 =4.2.15=h9804679_6
hdf5 =1.12.2=nompi_h48135f9_101
icu =70.1=h96cf925_0
idna =3.4=pyhd8ed1ab_0
importlib-metadata =6.1.0=pyha770c72_0
importlib_metadata =6.1.0=hd8ed1ab_0
importlib_resources =5.12.0=pyhd8ed1ab_0
ipykernel =6.22.0=pyh736e0ef_0
ipython =8.11.0=pyhd1c38e8_0
ipython_genutils =0.2.0=py_1
jedi =0.18.2=pyhd8ed1ab_0
jinja2 =3.1.2=pyhd8ed1ab_1
json-c =0.16=h01d06f9_0
json5 =0.9.5=pyh9f0ad1d_0
jsonschema =4.17.3=pyhd8ed1ab_0
jupyter_client =8.1.0=pyhd8ed1ab_0
jupyter_core =5.3.0=py311h6eed73b_0
jupyter_events =0.6.3=pyhd8ed1ab_0
jupyter_server =2.5.0=pyhd8ed1ab_0
jupyter_server_terminals =0.4.4=pyhd8ed1ab_1
jupyterlab =3.5.0=pyhd8ed1ab_0
jupyterlab_pygments =0.2.2=pyhd8ed1ab_0
jupyterlab_server =2.21.0=pyhd8ed1ab_0
kealib =1.5.0=h5c1f988_0
kiwisolver =1.4.4=py311hd2070f0_1
krb5 =1.20.1=h049b76e_0
lcms2 =2.15=h2dcdeff_1
lerc =4.0.0=hb486fe8_0
libaec =1.0.6=hf0c8a7f_1
libblas =3.9.0=16_osx64_openblas
libbrotlicommon =1.0.9=hb7f2c08_8
libbrotlidec =1.0.9=hb7f2c08_8
libbrotlienc =1.0.9=hb7f2c08_8
libcblas =3.9.0=16_osx64_openblas
libcurl =7.88.1=h6df9250_1
libcxx =15.0.7=h71dddab_0
libdeflate =1.17=hac1461d_0
libedit =3.1.20191231=h0678c8f_2
libev =4.33=haf1e3a3_1
libffi =3.4.2=h0d85af4_5
libgdal =3.6.3=h8ea55aa_1
libgfortran =5.0.0=11_3_0_h97931a8_31
libgfortran5 =12.2.0=he409387_31
libglib =2.74.1=h4c723e1_1
libiconv =1.17=hac89ed1_0
libjpeg-turbo =2.1.5.1=hb7f2c08_0
libkml =1.3.0=haeb80ef_1015
liblapack =3.9.0=16_osx64_openblas
libnetcdf =4.9.1=nompi_hb17d2b5_102
libnghttp2 =1.52.0=he2ab024_0
libopenblas =0.3.21=openmp_h429af6e_3
libpng =1.6.39=ha978bb4_0
libpq =15.2=h3640bf0_0
librttopo =1.1.0=h5c328d2_13
libsodium =1.0.18=hbcb3906_1
libspatialite =5.0.1=h595bb97_24
libsqlite =3.40.0=ha978bb4_0
libssh2 =1.10.0=h47af595_3
libtiff =4.5.0=hd920806_5
libwebp-base =1.3.0=hb7f2c08_0
libxcb =1.13=h0d85af4_1004
libxml2 =2.10.3=h201ad9d_4
libzip =1.9.2=h6db710c_1
libzlib =1.2.13=hfd90126_4
llvm-openmp =16.0.0=h61d9ccf_0
lz4-c =1.9.4=hf0c8a7f_0
markupsafe =2.1.2=py311h5547dcb_0
matplotlib =3.7.1=py311h6eed73b_0
matplotlib-base =3.7.1=py311h2bf763f_0
matplotlib-inline =0.1.6=pyhd8ed1ab_0
mistune =2.0.5=pyhd8ed1ab_0
munkres =1.1.4=pyh9f0ad1d_0
nbclassic =0.5.3=pyhb4ecaf3_3
nbclient =0.7.2=pyhd8ed1ab_0
nbconvert =7.2.9=pyhd8ed1ab_0
nbconvert-core =7.2.9=pyhd8ed1ab_0
nbconvert-pandoc =7.2.9=pyhd8ed1ab_0
nbformat =5.8.0=pyhd8ed1ab_0
ncurses =6.3=h96cf925_1
nest-asyncio =1.5.6=pyhd8ed1ab_0
netcdf4 =1.6.3=nompi_py311he6f34b2_100
notebook =6.5.3=pyha770c72_0
notebook-shim =0.2.2=pyhd8ed1ab_0
nspr =4.35=hea0b92c_0
nss =3.89=h78b00b3_0
numpy =1.24.2=py311ha9d2c9f_0
openjpeg =2.5.0=h13ac156_2
openssl =3.1.0=hfd90126_0
packaging =23.0=pyhd8ed1ab_0
pandas =1.5.3=py311hd84f3f5_0
pandoc =3.1.1=h9d075a6_0
pandocfilters =1.5.0=pyhd8ed1ab_0
parso =0.8.3=pyhd8ed1ab_0
pcre2 =10.40=h1c4e4bc_0
pexpect =4.8.0=pyh1a96a4e_2
pickleshare =0.7.5=py_1003
pillow =9.4.0=py311hf47c0a6_2
pip =23.0.1=pyhd8ed1ab_0
pixman =0.40.0=hbcb3906_0
pkgutil-resolve-name =1.3.10=pyhd8ed1ab_0
platformdirs =3.1.1=pyhd8ed1ab_0
pooch =1.7.0=pyha770c72_2
poppler =23.03.0=hc777cac_1
poppler-data =0.4.12=hd8ed1ab_0
postgresql =15.2=hbea33b9_0
proj =9.1.1=hf909084_2
prometheus_client =0.16.0=pyhd8ed1ab_0
prompt-toolkit =3.0.38=pyha770c72_0
prompt_toolkit =3.0.38=hd8ed1ab_0
psutil =5.9.4=py311h5547dcb_0
pthread-stubs =0.4=hc929b4f_1001
ptyprocess =0.7.0=pyhd3deb0d_0
pure_eval =0.2.2=pyhd8ed1ab_0
pycparser =2.21=pyhd8ed1ab_0
pygments =2.14.0=pyhd8ed1ab_0
pyopenssl =23.0.0=pyhd8ed1ab_0
pyparsing =3.0.9=pyhd8ed1ab_0
pyrsistent =0.19.3=py311h5547dcb_0
pysocks =1.7.1=pyha2e5f31_6
python =3.11.0=he7542f4_1_cpython
python-dateutil =2.8.2=pyhd8ed1ab_0
python-fastjsonschema =2.16.3=pyhd8ed1ab_0
python-json-logger =2.0.7=pyhd8ed1ab_0
python_abi =3.11=3_cp311
pytz =2022.7.1=pyhd8ed1ab_0
pyyaml =6.0=py311h5547dcb_5
pyzmq =25.0.2=py311habfacb3_0
rasterio =1.3.6=py311hc41c901_0
readline =8.2=h9e318b2_1
requests =2.28.2=pyhd8ed1ab_0
rfc3339-validator =0.1.4=pyhd8ed1ab_0
rfc3986-validator =0.1.1=pyh9f0ad1d_0
scipy =1.10.1=py311h939689b_0
send2trash =1.8.0=pyhd8ed1ab_0
setuptools =67.6.0=pyhd8ed1ab_0
six =1.16.0=pyh6c4a22f_0
snappy =1.1.10=h225ccf5_0
sniffio =1.3.0=pyhd8ed1ab_0
snuggs =1.4.7=py_0
soupsieve =2.3.2.post1=pyhd8ed1ab_0
sqlite =3.40.0=h9ae0607_0
stack_data =0.6.2=pyhd8ed1ab_0
terminado =0.17.1=pyhd1c38e8_0
tiledb =2.13.2=h8b9cbf0_0
tinycss2 =1.2.1=pyhd8ed1ab_0
tk =8.6.12=h5dbffcc_0
tomli =2.0.1=pyhd8ed1ab_0
tornado =6.2=py311h5547dcb_1
traitlets =5.9.0=pyhd8ed1ab_0
typing-extensions =4.5.0=hd8ed1ab_0
typing_extensions =4.5.0=pyha770c72_0
tzcode =2022g=hb7f2c08_0
tzdata =2022g=h191b570_0
urllib3 =1.26.15=pyhd8ed1ab_0
utm =0.7.0=pyhd8ed1ab_0
wcwidth =0.2.6=pyhd8ed1ab_0
webencodings =0.5.1=py_1
websocket-client =1.5.1=pyhd8ed1ab_0
wheel =0.40.0=pyhd8ed1ab_0
xerces-c =3.2.4=h2007e90_1
xmltodict =0.13.0=pyhd8ed1ab_0
xorg-libxau =1.0.9=h35c211d_0
xorg-libxdmcp =1.1.3=h35c211d_0
xz =5.2.6=h775f41a_0
yaml =0.2.5=h0d85af4_2
zeromq =4.3.4=he49afe7_1
zip =3.0=h0d85af4_1
zipp =3.15.0=pyhd8ed1ab_0
zlib =1.2.13=hfd90126_4
zstd =1.5.2=hbc0c0cd_6

coregistration/requirements.txt pypi

eo-learn ==1.3.1
jupyter ==1.0.0
opencv-contrib-python ==4.6.0.66
sentinelhub ==3.8.0
thunder-registration ==1.0.1

custom-script/requirements.txt pypi

eo-learn ==1.3.0
jupyter ==1.0.0
sentinelhub ==3.8.0

forest-map/requirements.txt pypi

aenum ==3.1.8
affine ==2.3.0
appdirs ==1.4.4
argon2-cffi ==21.3.0
argon2-cffi-bindings ==21.2.0
attrs ==21.4.0
awscli ==1.22.52
backcall ==0.2.0
bleach ==4.1.0
bolt-python ==0.7.1
boto ==2.49.0
boto3 ==1.21.3
botocore ==1.24.3
cffi ==1.15.0
charset-normalizer ==2.0.12
click ==8.0.4
click-plugins ==1.1.1
cligj ==0.7.2
cycler ==0.11.0
dataclasses-json ==0.5.6
debugpy ==1.5.1
decorator ==5.1.1
defusedxml ==0.7.1
descartes ==1.1.0
entrypoints ==0.4
eo-learn ==1.0.0
eo-learn-core ==1.0.0
eo-learn-coregistration ==1.0.0
eo-learn-features ==1.0.0
eo-learn-geometry ==1.0.0
eo-learn-io ==1.0.0
eo-learn-mask ==1.0.0
eo-learn-ml-tools ==1.0.0
eo-learn-visualization ==1.0.0
fiona ==1.8.21
fonttools ==4.29.1
fs ==2.4.15
fs-s3fs ==1.1.1
geopandas ==0.10.2
htmlmin ==0.1.12
idna ==3.3
imagehash ==4.2.1
imageio ==2.16.0
importlib-metadata ==4.11.1
importlib-resources ==5.4.0
ipykernel ==6.9.1
ipython ==7.31.1
ipython-genutils ==0.2.0
ipywidgets ==7.6.5
jedi ==0.18.1
jinja2 ==3.0.3
jmespath ==0.10.0
joblib ==1.0.1
jsonschema ==4.4.0
jupyter-client ==7.1.2
jupyter-core ==4.9.2
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
kiwisolver ==1.3.2
lightgbm ==3.3.2
llvmlite ==0.38.0
markupsafe ==2.0.1
marshmallow ==3.14.1
marshmallow-enum ==1.5.1
matplotlib ==3.5.1
matplotlib-inline ==0.1.3
missingno ==0.5.0
mistune ==0.8.4
multimethod ==1.7
munch ==2.5.0
mypy-extensions ==0.4.3
nbclient ==0.5.11
nbconvert ==6.4.2
nbformat ==5.1.3
nest-asyncio ==1.5.4
networkx ==2.6.3
notebook ==6.4.8
numba ==0.55.1
numpy ==1.21.5
oauthlib ==3.2.0
opencv-contrib-python-headless ==4.5.5.62
packaging ==21.3
pandas ==1.3.5
pandas-profiling ==3.1.0
pandocfilters ==1.5.0
parso ==0.8.3
pexpect ==4.8.0
phik ==0.12.0
pickleshare ==0.7.5
pillow ==8.4.0
prometheus-client ==0.13.1
prompt-toolkit ==3.0.28
ptyprocess ==0.7.0
pycparser ==2.21
pydantic ==1.9.0
pydot ==1.4.2
pygments ==2.11.2
pyparsing ==3.0.7
pyproj ==3.2.1
pyrsistent ==0.18.1
python-dateutil ==2.8.2
pytz ==2021.3
pywavelets ==1.2.0
pyyaml ==6.0
pyzmq ==22.3.0
rasterio ==1.2.10
requests ==2.27.1
requests-oauthlib ==1.3.1
rtree ==0.9.7
s3transfer ==0.5.1
scikit-image ==0.19.2
scikit-learn ==1.0.2
scipy ==1.7.3
seaborn ==0.11.2
send2trash ==1.8.0
sentinelhub ==3.4.4
shapely ==1.8.1.post1
snuggs ==1.4.7
tangled-up-in-unicode ==0.1.0
terminado ==0.13.1
testpath ==0.5.0
threadpoolctl ==3.1.0
thunder-python ==1.4.2
thunder-registration ==1.0.1
tifffile ==2021.11.2
torch ==1.10.1
tornado ==6.1
tqdm ==4.62.3
traitlets ==5.1.1
typing-extensions ==4.1.1
typing-inspect ==0.7.1
urllib3 ==1.26.8
utm ==0.7.0
visions ==0.7.4
wcwidth ==0.2.5
webencodings ==0.5.1
widgetsnbextension ==3.5.2
zipp ==3.7.0

hiector/requirements.txt pypi

jupyter *

mask/requirements.txt pypi

eo-learn ==1.3.0
jupyter ==1.0.0
sentinelhub ==3.8.0

pyproject.toml pypi