Fix precision matters for small time shifts and upgrade basemap library that fixes plot bug

Author: nikosT

environment.yml

@@ -4,68 +4,68 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - _libgcc_mutex=0.1=conda_forge
-  - _openmp_mutex=4.5=1_gnu
-  - basemap=1.2.2=py39h523bb60_3
-  - basemap-data-hires=1.2.2=0
-  - c-ares=1.17.1=h36c2ea0_0
-  - ca-certificates=2020.10.14=0
-  - certifi=2020.12.5=py39hf3d152e_1
-  - cycler=0.10.0=py_2
-  - freetype=2.10.4=h0708190_1
-  - geos=3.8.1=he1b5a44_0
-  - jinja2=2.11.2=py_0
-  - jpeg=9d=h36c2ea0_0
-  - kiwisolver=1.3.1=py39h1a9c180_1
-  - krb5=1.17.2=h926e7f8_0
-  - lcms2=2.12=hddcbb42_0
-  - ld_impl_linux-64=2.35.1=hea4e1c9_2
-  - libblas=3.9.0=8_openblas
-  - libcblas=3.9.0=8_openblas
-  - libcurl=7.71.1=hcdd3856_8
-  - libedit=3.1.20191231=he28a2e2_2
-  - libev=4.33=h516909a_1
-  - libffi=3.3=h58526e2_2
-  - libgcc-ng=9.3.0=h2828fa1_18
-  - libgfortran-ng=9.3.0=hff62375_18
-  - libgfortran5=9.3.0=hff62375_18
-  - libgomp=9.3.0=h2828fa1_18
-  - liblapack=3.9.0=8_openblas
-  - libnghttp2=1.43.0=h812cca2_0
-  - libopenblas=0.3.12=pthreads_h4812303_1
-  - libpng=1.6.37=h21135ba_2
-  - libssh2=1.9.0=hab1572f_5
-  - libstdcxx-ng=9.3.0=h6de172a_18
-  - libtiff=4.2.0=hdc55705_0
-  - libwebp-base=1.2.0=h7f98852_0
-  - lz4-c=1.9.3=h9c3ff4c_0
-  - markupsafe=1.1.1=py39h3811e60_3
-  - matplotlib-base=3.3.4=py39h2fa2bec_0
-  - ncurses=6.2=h58526e2_4
-  - numpy=1.20.1=py39hdbf815f_0
-  - olefile=0.46=pyh9f0ad1d_1
-  - openssl=1.1.1k=h7f98852_0
-  - pillow=8.1.0=py39hf95b381_2
-  - pip=21.0.1=pyhd8ed1ab_0
-  - proj=7.2.0=h277dcde_2
-  - pyparsing=2.4.7=pyh9f0ad1d_0
-  - pyproj=3.0.0.post1=py39hb427721_0
-  - pyshp=2.1.3=pyh44b312d_0
-  - python=3.9.2=hffdb5ce_0_cpython
-  - python-dateutil=2.8.1=py_0
-  - python_abi=3.9=1_cp39
-  - readline=8.0=he28a2e2_2
-  - setuptools=49.6.0=py39hf3d152e_3
-  - six=1.15.0=pyh9f0ad1d_0
-  - sqlite=3.34.0=h74cdb3f_0
-  - tk=8.6.10=h21135ba_1
-  - tornado=6.1=py39h3811e60_1
-  - tzdata=2021a=he74cb21_0
-  - wheel=0.36.2=pyhd3deb0d_0
-  - xz=5.2.5=h516909a_1
-  - zlib=1.2.11=h516909a_1010
-  - zstd=1.4.8=ha95c52a_1
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - basemap-data=1.3.2
+  - basemap-data-hires=1.3.2
+  - c-ares=1.17.1
+  - ca-certificates=2023.7.22
+  - certifi=2023.7.22
+  - cycler=0.10.0
+  - freetype=2.10.4
+  - geos=3.8.1
+  - jinja2=2.11.2
+  - jpeg=9d
+  - kiwisolver=1.3.1
+  - krb5=1.17.2
+  - lcms2=2.12
+  - ld_impl_linux-64=2.35.1
+  - libblas=3.9.0
+  - libcblas=3.9.0
+  - libcurl=7.71.1
+  - libedit=3.1.20191231
+  - libev=4.33
+  - libffi=3.3
+  - libgcc-ng=9.3.0
+  - libgfortran-ng=9.3.0
+  - libgfortran5=9.3.0
+  - libgomp=9.3.0
+  - liblapack=3.9.0
+  - libnghttp2=1.43.0
+  - libopenblas=0.3.12
+  - libpng=1.6.37
+  - libssh2=1.9.0
+  - libstdcxx-ng=9.3.0
+  - libtiff=4.2.0
+  - libwebp-base=1.2.0
+  - lz4-c=1.9.3
+  - markupsafe=1.1.1
+  - matplotlib-base=3.3.4
+  - ncurses=6.2
+  - olefile=0.46
+  - openssl=1.1.1k
+  - pillow=8.1.0
+  - pip=21.0.1
+  - proj=7.2.0
+  - pyparsing=2.4.7
+  - pyproj=3.0.0.post1
+  - pyshp=2.1.3
+  - python=3.9.2
+  - python-dateutil=2.8.1
+  - python_abi=3.9
+  - readline=8.0
+  - setuptools=49.6.0
+  - six=1.15.0
+  - sqlite=3.34.0
+  - tk=8.6.10
+  - tornado=6.1
+  - tzdata=2021a
+  - wheel=0.36.2
+  - xz=5.2.5
+  - zlib=1.2.11
+  - zstd=1.4.8
   - pip:
+    - basemap==1.3.8
     - chardet==4.0.0
     - decorator==4.4.2
     - future==0.18.2
@@ -74,6 +74,7 @@ dependencies:
     - geoparse==2.0.3
     - idna==2.10
     - lxml==4.6.2
+    - numpy==1.25.2
     - obspy==1.2.2
     - pandas==1.2.2
     - pytz==2021.1

src/isola.py

@@ -102,7 +102,7 @@ def calculateVariance(observed, synthetic, tl):
     """
     with np.errstate(divide='raise'):
         try:
-            dt = round((tl/8192.0),2)
+            dt = round((tl/8192.0),4)
             obs = np.array(observed)
             syn = np.array(synthetic)