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1 change: 1 addition & 0 deletions .gitignore
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*_render/
venv
*.pyc
Data/*/collections_fly
117 changes: 14 additions & 103 deletions Data.qmd
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@@ -1,112 +1,23 @@
---
title: "Data"
listing:
type: grid
id: listings
contents:
- Data/SentinelMissions
- Data/ComplementaryData
sort: "date desc"
filter-ui: true
page-size: 6
exclude:
category: "commented"
---

This section provides an overview of the EO data available from Copernicus Data Space Ecosystem.

The data offer will gradually extend starting from January 2023

For the latest information about available satellite data, users and stakeholders can follow them in [Copernicus Sentinel Operations Dashboard](Data/Dashboard.qmd).

## Copernicus Sentinel Mission
### [Sentinel 1](/Data/Sentinel1.qmd)

The [Sentinel-1 radar imaging mission](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-1){target="_blank"} is composed of a constellation of two polar-orbiting satellites providing continous all-weather, day and night imagery for Land and Maritime Monitoring. C-band synthentic aperture radar imaging has the advantage of operating at wavelenghts that are not obstructed by clouds or .....[load more](/Data/Sentinel1.qmd)

### [Sentinel 2](/Data/Sentinel2.qmd)

The [Copernicus Sentinel-2 mission](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-2){target="_blank"} comprises a land monitoring constellation of two polar-orbiting satellites placed in the same sun-synchronous orbit, phased at 180° to each other. It aims at monitoring variability in land surface conditions, and its wide swath width (290 km) and .....[load more](/Data/Sentinel2.qmd)

### [Sentinel 3](/Data/Sentinel3.qmd)

The main objective of the[Copernicus Sentinel-3 mission](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-3){target="_blank"} is to measure ocean and land surface colour, sea and land surface temperature, and sea surface topography with high accuracy and reliability to.....[load more](/Data/Sentinel3.qmd)

### [Sentinel 5P](/Data/Sentinel5P.qmd)

The [Copernicus Sentinel-5 Precursor](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5p){target="_blank"} mission is the first Copernicus mission dedicated to monitoring our atmosphere. The main objective of the Copernicus Sentinel-5P mission is to.....[load more](/Data/Sentinel5P.qmd)


## Complementary data
### [Soil Moisture and Ocean Salinity (SMOS)](/Data/SMOS.qmd)

The Soil Moisture and Ocean Salinity (SMOS) mission was launched on 2 November 2009. It is one of the European Space Agency's Earth Explorer missions, which form the science and research element of ESA’s Living Planet Programme. The SMOS payload consists of.....[load more](/Data/SMOS.qmd)

### [ENVISAT- Medium Resolution Imaging Spectrometer (MERIS)](/Data/MERIS.qmd)

The Medium Resolution Imaging Spectrometer (MERIS) was a programmable spectrometer on board the Envisat mission, operating in the solar reflective spectral range. Although primarily dedicated to ocean colour observations, MERIS broadened its scope of objectives to atmospheric and land surface related studies. MERIS had a high spectral and radiometric resolution and a dual spatial resolution, within a global mission covering open ocean and coastal zone waters and a regional mission covering land surfaces.[Load more](/Data/MERIS.qmd)

### [Landsat-5](/Data/Landsat5.qmd)

The Landsat programme is a joint USGS and NASA-led enterprise for Earth observation that represents the world's longest running system of satellites for moderate-resolution optical remote sensing for land, coastal areas and shallow waters......[load more](/Data/Landsat5.qmd)

### [Landsat-7](/Data/Landsat7.qmd)

The Landsat programme is a joint USGS and NASA-led enterprise for Earth observation that represents the world's longest running system of satellites for moderate-resolution optical remote sensing for land, coastal areas and shallow waters. Landsat-7 has continued......[load more](/Data/Landsat7.qmd)

### [Landsat-8](/Data/Landsat8.qmd)

The Landsat programme is a joint USGS and NASA-led enterprise for Earth observation that represents the world's longest running system of satellites for moderate-resolution optical remote sensing for land, coastal areas and shallow waters. Landsat-8 carries......[load more](/Data/Landsat8.qmd)

### [Copernicus Atmosphere Monitoring Service (CAMS)](/Data/CAMS.qmd)

The Copernicus Atmosphere Monitoring Service (CAMS) is a service implemented by the European Centre for Medium-Range Weather Forecasts (ECMWF) which provides continuous, open, free, regular data and information on atmospheric composition. CAMS describes......[load more](/Data/CAMS.qmd)

### [Copernicus Emergency Management Service (CEMS)](/Data/CEMS.qmd)

The Copernicus Emergency Management Service (CEMS) provides geospatial data and images for informed decision making in order to support all involved in the management of natural or manmade disasters. CEMS constantly monitors Europe and the globe for signals of an impending disaster or evidence of one happening in real time. Products of CEMS are generated using remote sensing, satellite, in-situ (non-space) and modelled data.[Load more](/Data/CEMS.qmd)
For the latest information about available satellite data, users and stakeholders can follow them in [Copernicus Sentinel Operations Dashboard](Data/Others/Dashboard.qmd).

### [Copernicus Land Monitoring Service (CLMS)](/Data/CLMS.qmd)

Copernicus program priorities are to gain from Earth Observation techniques and make research, administration, agriculture, economy, environmental protection of our lands easier, cheaper and more effective. Copernicus Land Monitoring Service (CLMS) constitute rich data hub with archival and near real......[load more](/Data/CLMS.qmd)

### [Copernicus Marine Service (CMEMS)](/Data/CMEMS.qmd)

The Copernicus Marine Environment Monitoring Service (CMEMS) provides open, free, regular and systematic reference data on the blue (physical), white (sea ice), and green (biogeochemical) state of the marine environment, as well as data on variability and dynamics across the global ocean and European seas.......[load more](/Data/CMEMS.qmd)

### [Additional Complementary Data](/Data/Additional.qmd)

Copernicus Data Space Ecosystem provides data that are not associated with any of the Copernicus Services or are generated by third parties. These datasets include Sentinel-1 related products such as RTC (Radiometrically Terrain Corrected), CARD-BS (Terrain-Corrected Backscatter), Orbits; Sentinel-2 based global mosaics; land cover.......[load more](/Data/Additional.qmd)

<!---
### [VHR Commercial Data](/Data/VHR.qmd)

Commercial data give users access to a wide range of very high-resolution satellite data. Diversified
sources of archival or new products ordered according to customer's tasks, provide the possibility
to choose an appropriate product for every project where VHR imaging is crucial. Depending on
the source, VHR imagery varies by product type - it can be optical or radar data.[Load more](/Data/VHR.qmd)
--->


<!-- <span style="opacity:0.30">
Cloudless Mosaic

Copernicus Contributing Mission

## Sentinel engineering data

Copernicus DEM

Mapzen DEM

SRTM GL1


## Sentinel auxiliary data


CAMS

CEMS

CLMS

CMEMS


## Copernicus contributing missions
---

## Complementary Open data
---
## Commercial data -->
</style>
::: {#listings}
:::
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echo: false
output: asis
jupyter: python3
image: https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-rtc.png
---

```{python}
Expand All @@ -17,4 +18,4 @@ constellation = "AdditionalComplementaryData"
```
Copernicus Data Space Ecosystem provides data that are not associated with any of the Copernicus Services or are generated by third parties. These datasets include Sentinel-1 related products such as RTC (Radiometrically Terrain Corrected), CARD-BS (Terrain-Corrected Backscatter), Orbits; Sentinel-2 based global mosaics; land cover for Europe and Poland (S2GLC) and Digital Elevation Models (COP DEM and SRTM DEM).

{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
3 changes: 2 additions & 1 deletion Data/CAMS.qmd → Data/ComplementaryData/CAMS.qmd
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Expand Up @@ -7,6 +7,7 @@ execute:
echo: false
output: asis
jupyter: python3
image: https://av.tib.eu/resources/content/publishers/CAMS/logo.png
---

```{python}
Expand All @@ -26,4 +27,4 @@ Please be advised that access to this collection is exclusively available throug

:::

{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
3 changes: 2 additions & 1 deletion Data/CEMS.qmd → Data/ComplementaryData/CEMS.qmd
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Expand Up @@ -6,6 +6,7 @@ execute:
echo: false
output: asis
jupyter: python3
image: https://www.efas.eu/sites/default/files/styles/responsive/public/2020-07/logo-em.png?itok=eIy9WDqX
---

```{python}
Expand All @@ -15,7 +16,7 @@ constellation = "CEMS"

```

{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}


:::{.callout-note}
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3 changes: 2 additions & 1 deletion Data/CLMS.qmd → Data/ComplementaryData/CLMS.qmd
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echo: false
output: asis
jupyter: python3
image: https://s2gm.land.copernicus.eu/assets/land_monitoring_logo-a1f50bdb.png
---

```{python}
Expand All @@ -28,4 +29,4 @@ Please be advised that access to this collection is exclusively available throug



{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
3 changes: 2 additions & 1 deletion Data/CMEMS.qmd → Data/ComplementaryData/CMEMS.qmd
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echo: false
output: asis
jupyter: python3
image: https://avatars.githubusercontent.com/u/51791874?v=4
---

```{python}
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:::

{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}

3 changes: 2 additions & 1 deletion Data/Landsat5.qmd → Data/ComplementaryData/Landsat5.qmd
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Expand Up @@ -7,6 +7,7 @@ execute:
echo: false
output: asis
jupyter: python3
image: https://d9-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/styles/carousel/public/media/images/L5_026041_19840306_CorpusChristi_closeup2.jpg?h=95659d80&itok=fLRoDwlB
---

```{python}
Expand All @@ -22,4 +23,4 @@ Landsat-5 was launched on 1 March 1984 and ended its mission on 5 June 2013. It
The objective of Landsat-5 and every Landsat mission has been to repeatedly image Earth's land and coastal areas in order to monitor changes to these areas over time.


{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
3 changes: 2 additions & 1 deletion Data/Landsat7.qmd → Data/ComplementaryData/Landsat7.qmd
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Expand Up @@ -7,6 +7,7 @@ execute:
echo: false
output: asis
jupyter: python3
image: https://d9-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/styles/carousel/public/media/images/l7_029030_19990418_First%20L7%20scene.jpg?h=505ffac4&itok=CBsAY5xI
---

```{python}
Expand All @@ -22,4 +23,4 @@ Landsat-7 has continued the goal of the Landsat programme to repeatedly image Ea
The Enhanced Thematic Mapper Plus (ETM+) is the main instrument on board Landsat-7 and has been operational since 1999. It provides 30 m resolution for visible (VIS), near-infrared (NIR) and shortwave infrared (SWIR) as well as 60 m resolution for thermal infrared. Moreover, it adds a 15 m resolution panchromatic band (PAN).


{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
3 changes: 2 additions & 1 deletion Data/Landsat8.qmd → Data/ComplementaryData/Landsat8.qmd
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echo: false
output: asis
jupyter: python3
image: https://d9-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/styles/carousel/public/thumbnails/image/Maui%20before%20no%20labels.jpg?itok=D64GfeWs
---

```{python}
Expand All @@ -20,4 +21,4 @@ The Landsat programme is a joint USGS and NASA-led enterprise for Earth observat
Landsat-8 carries the Operational Land Imager (OLI) and the Thermal Infrared Sensor (TIRS). OLI provides imagery in the VIS, NIR and SWIR spectral ranges. It acquires images with 15 m panchromatic and 30 m multi-spectral spatial resolutions, covering a wide 185 km swath. This allows it to capture extensive areas of the Earth's landscape while maintaining enough resolution to identify features like urban centers, farms, forests, and other land uses. The entire Earth falls within view once every 16 days due to Landsat-8’s near-polar orbit. The TIRS instrument is a thermal imager operating in a pushbroom mode with two Infra-Red channels: 10.8 µm and 12 µm with 100 m spatial resolution.


{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
3 changes: 2 additions & 1 deletion Data/MERIS.qmd → Data/ComplementaryData/MERIS.qmd
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Expand Up @@ -6,6 +6,7 @@ execute:
echo: false
output: asis
jupyter: python3
image: https://earth.esa.int/eogateway/documents/20142/1371000/Bahamas-MERIS-24-January-2004.jpg
---

```{python}
Expand All @@ -16,4 +17,4 @@ constellation = "MERIS"
```


{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
3 changes: 2 additions & 1 deletion Data/SMOS.qmd → Data/ComplementaryData/SMOS.qmd
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Expand Up @@ -7,6 +7,7 @@ execute:
echo: false
output: asis
jupyter: python3
image: https://earth.esa.int/eogateway/documents/20142/0/smos3.jpg/701f3152-2911-731b-c43f-247f2511265e?t=1608137791475
---

```{python}
Expand All @@ -24,4 +25,4 @@ SMOS Level 1 data products are designed for scientific and operational users who



{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
4 changes: 3 additions & 1 deletion Data/VHR.qmd → Data/ComplementaryData/VHR.qmd
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Expand Up @@ -6,6 +6,8 @@ execute:
echo: false
output: asis
jupyter: python3
category: "commented"
image: https://www.eoportal.org/api/cms/documents/163813/4146550/KompSat2_Auto1F.jpegs
---

```{python}
Expand All @@ -15,7 +17,7 @@ constellation = "Commercial data"

```

{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}


:::{.callout-note}
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3 changes: 2 additions & 1 deletion Data/Sentinel1.qmd → Data/SentinelMissions/Sentinel1.qmd
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Expand Up @@ -7,6 +7,7 @@ execute:
echo: false
output: asis
jupyter: python3
image: https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-grd.png
---
```{python}
#| tags: [parameters]
Expand All @@ -25,7 +26,7 @@ The [Sentinel-1 radar imaging mission](https://sentinels.copernicus.eu/web/senti

Sentinel data products are made available systematically and free of charge to all data users including the general public, scientific and commercial users. These [data products](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-1/data-products){target="_blank"} are available in single polarisation for Wave mode and dual polarisation or single polarisation for SM, IW and EW modes.

{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}



16 changes: 14 additions & 2 deletions Data/Sentinel2.qmd → Data/SentinelMissions/Sentinel2.qmd
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@@ -1,12 +1,21 @@
---
title: "Sentinel-2"
listing:
type: grid
id: Sentinel2_collections
contents:
- "collections_fly/SENTINEL2*.qmd"
fields: [title, description]
filter-ui: true
page-size: 6
format:
html:
code-fold: true
execute:
echo: false
output: asis
jupyter: python3
image: https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-2.png

---
```{python}
Expand All @@ -20,10 +29,13 @@ The [Copernicus Sentinel-2 mission](https://sentinels.copernicus.eu/web/sentinel
Each [Sentinel-2 products](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-2/data-products){target="_blank"} is composed of approximately 110x110 km tiles in cartographic geometry (UTM/WGS84 projection). Earth is subdivided on a predefined set of tiles, defined in UTM/WGS84 projection and using a 100 km step. However, each tile has a surface of 110x110 km² in order to provide large overlap with the neighbouring.


{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}

<!-- Ideas to further include (step by step):

* links to openEO
* link to 'parent collection'? For instance, L2A links to L1C??
* how to separate usable collections from engineering products?? -->
* how to separate usable collections from engineering products?? -->

::: {#Sentinel2_collections}
:::
15 changes: 14 additions & 1 deletion Data/Sentinel3.qmd → Data/SentinelMissions/Sentinel3.qmd
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@@ -1,12 +1,21 @@
---
title: "Sentinel-3"
listing:
type: grid
id: Sentinel3_collections
contents:
- "collections_fly/SENTINEL3*.qmd"
fields: [title, description]
filter-ui: true
page-size: 6
format:
html:
code-fold: true
execute:
echo: false
output: asis
jupyter: python3
image: https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vg1-l2-netcdf-thumb.png
---
```{python}
#| tags: [parameters]
Expand All @@ -18,4 +27,8 @@ constellation = "Sentinel-3"
The main objective of the [Copernicus Sentinel-3 mission](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-3){target="_blank"} is to measure ocean and land surface colour, sea and land surface temperature, and sea surface topography with high accuracy and reliability to support ocean forecasting systems, environmental monitoring and climate monitoring. The mission definition is driven by the need for continuity in provision of ERS, ENVISAT and SPOT vegetation data, with improvements in instrument performance and coverage.


{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}


::: {#Sentinel3_collections}
:::
3 changes: 2 additions & 1 deletion Data/Sentinel5P.qmd → Data/SentinelMissions/Sentinel5P.qmd
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echo: false
output: asis
jupyter: python3
image: https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-5p-l2-netcdf-thumb.png
---
```{python}
#| tags: [parameters]
Expand All @@ -22,4 +23,4 @@ The main objective of the Copernicus Sentinel-5P mission is to perform atmospher

There are [different data products](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5p/data-products){target="_blank"} associated with the three levels of TROPOMI processing: Level-0, Level-1B and Level-2.

{{< include _render_collections.qmd >}}
{{< include ../_render_collections.qmd >}}
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