Added various metadata files, renamed main notebook.

CITATION.cff

+cff-version: 1.2.0
+title: "HYDROMED"
+message: "If you use this software, please cite it using these metadata."
+abstract: "HYDROMED builds a dataset with physico-chemical sea surface measurements in the North Western Mediterranean, by aggregating, qualifying and filtering data from two publicly available datasets."
+authors:
+    - family-names: HOEBEKE
+      given-names: Mark
+      orcid: https://orcid.org/0000-0001-6311-9752
+    - family-names: SCHMITT
+      given-names: Aurélien
+keywords:
+    - oceanography
+    - temperature
+    - salinity
+    - nutrients
+    - Mediterranean
+license: GNU GPL V3.0 or later
+repository-code: "git+https://gitlab.sb-roscoff.fr/future-obs/wp5/hydrochimie-cotier-med.git"
+
+
+

README.md

@@ -9,7 +9,7 @@ Some graphical and tabular output is produced allowing to check the overall vali
 
 ## Installation
 
-HYDROMED can be run either as an independant Python script or as a Jupyter Notebook. The [requirements.txt](requirements.txt) file provides the list of components that are needed to run the script or notebook.
+HYDROMED can be run either as an independent Python script or as a Jupyter Notebook. The [requirements.txt](requirements.txt) file provides the list of components that are needed to run the script or notebook.
 
     
 ## Usage/Examples

codemeta.json

+{
+    "@context": "https://w3id.org/codemeta/3.0",
+    "type": "SoftwareSourceCode",
+    "applicationCategory": "Oceanography",
+    "author": [
+        {
+            "id": "https://orcid.org/0000-0001-6311-9752",
+            "type": "Person",
+            "affiliation": {
+                "type": "Organization",
+                "name": "CNRS - Station Biologique de Roscoff - FR2424 - ABiMS"
+            },
+            "email": "mark.hoebeke@cnrs.fr",
+            "familyName": "HOEBEKE",
+            "givenName": "Mark"
+        },
+        {
+            "id": "_:author_2",
+            "type": "Person",
+            "affiliation": {
+                "type": "Organization",
+                "name": "Sorbonne Université - OSU STAMAR - UAR0217"
+            },
+            "email": "aurelien.schmitt@sb-roscoff.fr",
+            "familyName": "SCHMITT",
+            "givenName": "Aurélien"
+        }
+    ],
+    "codeRepository": "git+https://gitlab.sb-roscoff.fr/future-obs/wp5/hydrochimie-cotier-med.git",
+    "dateCreated": "2024-06-06",
+    "datePublished": "2024-07-29",
+    "description": "HYDROMED creates an aggregated dataset with consolidated and qualified physico-chemical surface measurements in the North Western Mediterranean retrieved from publicly available datasets.",
+    "keywords": [
+        "temperature",
+        "salinity",
+        "nutrients",
+        "sea surface",
+        "Mediterranean sea",
+        "integration",
+        "qualification"
+    ],
+    "license": "https://spdx.org/licenses/GPL-3.0-or-later",
+    "name": "HYDROMED",
+    "operatingSystem": [
+        "Linux",
+        "MacOS",
+        "Windows"
+    ],
+    "programmingLanguage": "Python 3",
+    "developmentStatus": "active",
+    "funding": "ANR-22-POCE-0004"
+}
\ No newline at end of file

requirements.txt

+anyio==4.4.0
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+asttokens==2.4.1
+async-lru==2.0.4
+attrs==23.2.0
+Babel==2.15.0
+beautifulsoup4==4.12.3
+bleach==6.1.0
+branca==0.7.2
+certifi==2024.6.2
+cffi==1.16.0
+charset-normalizer==3.3.2
+comm==0.2.2
+contourpy==1.2.1
+cycler==0.12.1
+debugpy==1.8.1
+decorator==5.1.1
+defusedxml==0.7.1
+exceptiongroup==1.2.1
+executing==2.0.1
+fastjsonschema==2.19.1
+fonttools==4.53.0
+fqdn==1.5.1
+h11==0.14.0
+httpcore==1.0.5
+httpx==0.27.0
+idna==3.7
+ipykernel==6.29.4
+ipyleaflet==0.19.1
+ipython==8.25.0
+ipywidgets==8.1.3
+isoduration==20.11.0
+jedi==0.19.1
+Jinja2==3.1.4
+json5==0.9.25
+jsonpointer==3.0.0
+jsonschema==4.22.0
+jsonschema-specifications==2023.12.1
+jupyter==1.0.0
+jupyter-console==6.6.3
+jupyter-events==0.10.0
+jupyter-leaflet==0.19.1
+jupyter-lsp==2.2.5
+jupyter_client==8.6.2
+jupyter_core==5.7.2
+jupyter_server==2.14.1
+jupyter_server_terminals==0.5.3
+jupyterlab==4.2.2
+jupyterlab_pygments==0.3.0
+jupyterlab_server==2.27.2
+jupyterlab_widgets==3.0.11
+kiwisolver==1.4.5
+MarkupSafe==2.1.5
+matplotlib==3.9.0
+matplotlib-inline==0.1.7
+mistune==3.0.2
+nbclient==0.10.0
+nbconvert==7.16.4
+nbformat==5.10.4
+nest-asyncio==1.6.0
+notebook==7.2.1
+notebook_shim==0.2.4
+numpy==1.26.4
+overrides==7.7.0
+packaging==24.1
+pandas==2.2.2
+pandocfilters==1.5.1
+parso==0.8.4
+pexpect==4.9.0
+pillow==10.3.0
+platformdirs==4.2.2
+prometheus_client==0.20.0
+prompt_toolkit==3.0.47
+psutil==5.9.8
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pycparser==2.22
+Pygments==2.18.0
+pyparsing==3.1.2
+python-dateutil==2.9.0.post0
+python-json-logger==2.0.7
+pytz==2024.1
+PyYAML==6.0.1
+pyzmq==26.0.3
+qtconsole==5.5.2
+QtPy==2.4.1
+referencing==0.35.1
+requests==2.32.3
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
+rpds-py==0.18.1
+Send2Trash==1.8.3
+six==1.16.0
+sniffio==1.3.1
+soupsieve==2.5
+stack-data==0.6.3
+terminado==0.18.1
+tinycss2==1.3.0
+tomli==2.0.1
+tornado==6.4.1
+traitlets==5.14.3
+traittypes==0.2.1
+types-python-dateutil==2.9.0.20240316
+typing_extensions==4.12.2
+tzdata==2024.1
+uri-template==1.3.0
+urllib3==2.2.1
+wcwidth==0.2.13
+webcolors==24.6.0
+webencodings==0.5.1
+websocket-client==1.8.0
+widgetsnbextension==4.0.11
+xyzservices==2024.6.0