Merge remote-tracking branch 'origin/main' into outlier-filtering

docs/source/api.md

@@ -52,4 +52,8 @@ This section contains the API reference, generated from the current state of the
 .. automodule:: fusets.openeo.services
     :members:
     
-```
+```
+
+## [fusets examples](https://github.com/Open-EO/FuseTS/tree/main/notebooks)
+
+You can delve into practical examples of how to utilize the Fusets library by examining these provided [notebooks](https://github.com/Open-EO/FuseTS/tree/main/notebooks).

docs/source/faq.md

@@ -0,0 +1,16 @@
+# FAQ
+
+### When installing FuseTS, I encounter the error `No module named 'numpy'`. What should I do?
+
+If you encounter the `No module named 'numpy'` error during the installation of FuseTS, it's a known issue when
+installing the `vam.whittaker` Python library in Python 3.8 - 3.10.
+You can resolve this issue by following these steps:
+
+1. Before installing the FuseTS sources, open your terminal or command prompt.
+2. Run the following command to install a specific version of numpy and the Cython library:
+
+```python
+pip install numpy==1.23.5 cython
+```
+
+This command ensures that the required version of numpy is installed, which should resolve the `No module named 'numpy'` error during FuseTS installation.

docs/source/index.md

@@ -17,6 +17,7 @@ openeo
 api
 maintenance
 changelog
+faq
 
 ```
 

notebooks/OpenEO/FuseTS - Full Workflow.ipynb → notebooks/OpenEO/FuseTS - CropSAR Full Workflow.ipynb

@@ -8,7 +8,7 @@
     "id": "3d58e2f2"
    },
    "source": [
-    "# FuseTS - Full openEO Workflow\n",
+    "# FuseTS - CropSAR / Phenology openEO Workflow\n",
     "\n",
     "In this notebook, we'll demonstrate how to use openEO's diverse capabilities to build a workflow for fusing data and executing time series analysis. In this particular case, we'll integrate both FuseTS's CropSAR service and the Phenology service into a single workflow to compute phenology metrics for a specific field. The end product of this process will be a NetCDF file containing the final phenology metrics.\n",
     "\n",
@@ -68,8 +68,8 @@
       "Requirement already satisfied: packaging>=21.3 in /Users/bramjanssen/projects/vito/FuseTS/venv_clean_v2/lib/python3.8/site-packages (from xarray>=0.12.3->openeo) (23.1)\n",
       "Requirement already satisfied: six>=1.5 in /Users/bramjanssen/projects/vito/FuseTS/venv_clean_v2/lib/python3.8/site-packages (from python-dateutil>=2.8.2->pandas>0.20.0->openeo) (1.16.0)\n",
       "\n",
-      "\u001B[1m[\u001B[0m\u001B[34;49mnotice\u001B[0m\u001B[1;39;49m]\u001B[0m\u001B[39;49m A new release of pip available: \u001B[0m\u001B[31;49m22.3.1\u001B[0m\u001B[39;49m -> \u001B[0m\u001B[32;49m23.3.1\u001B[0m\n",
-      "\u001B[1m[\u001B[0m\u001B[34;49mnotice\u001B[0m\u001B[1;39;49m]\u001B[0m\u001B[39;49m To update, run: \u001B[0m\u001B[32;49mpip install --upgrade pip\u001B[0m\n"
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
      ]
     }
    ],