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Updates 01_Geospatial_Background
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01_Geospatial_Background/01_Coordinate_systems.ipynb

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"+ the [QGIS documentation](https://docs.qgis.org/3.34/en/docs/gentle_gis_introduction/coordinate_reference_systems.html)\n",
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"+ the book [*Sistemas de Información Geográfica*](https://volaya.github.io/libro-sig/) by Victor Olaya\n",
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"\n",
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"With the help of coordinate reference systems (CRS) every location on the earth can be specified by a set of three numbers, called *coordinates*. In general, CRS can be divided into geographic coordinate reference systems and projected coordinate reference systems (also called Cartesian or rectangular coordinate reference systems)."
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"With the help of coordinate reference systems (CRS), every location on the earth can be specified by a set of two numbers, called *coordinates*. There are two commonly-used categories of CRS: *geographic* coordinate reference systems and *projected* coordinate reference systems (also called *rectangular* coordinate reference systems)."
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{
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"source": [
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"The geographic coordinate system is a spherical coordinate system by which a point is located with two angular values:\n",
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"\n",
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"- Lines of **latitude** run parallel to the equator and divide the earth into 180 equally spaced sections from North to South (or South to North). The reference line for latitude is the equator and each hemisphere is divided into ninety sections, each representing one degree of latitude. In the northern hemisphere, degrees of latitude are measured from zero at the equator to ninety at the north pole. In the southern hemisphere, degrees of latitude are measured from zero at the equator to ninety degrees at the south pole. To simplify the digitization of maps, degrees of latitude in the southern hemisphere are often assigned negative values (0 to -90°). Wherever you are on the earth’s surface, the distance between the lines of latitude is the same (60 nautical miles).\n",
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"\n",
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"- Lines of **longitude** run perpendicular to the equator and converge at the poles. The reference line for longitude (the prime meridian) runs from the North pole to the South pole through Greenwich, England. Subsequent lines of longitude are measured from zero to 180 degrees East or West of the prime meridian. Note that values West of the prime meridian are assigned negative values for use in digital mapping applications. At the equator, and only at the equator, the distance represented by one line of longitude is equal to the distance represented by one degree of latitude. As you move towards the poles, the distance between lines of longitude becomes progressively less, until, at the exact location of the pole, all 360° of longitude are represented by a single point that you could put your finger on (you probably would want to wear gloves though).\n",
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"\n",
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"- Lines of **latitude** run parallel to the equator and divide the earth into 180 equally spaced sections from North to South (or South to North). The reference line for latitude is the equator and each hemisphere is divided into ninety sections, each representing one degree of latitude. In the northern hemisphere, degrees of latitude are measured from zero at the equator to ninety at the north pole. In the southern hemisphere, degrees of latitude are measured from zero at the equator to ninety degrees at the south pole. To simplify the digitization of maps, degrees of latitude in the southern hemisphere are often assigned negative values (0 to -90°). Wherever you are on the earth’s surface, the distance between the lines of latitude is the same (60 nautical miles).\n",
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"\n",
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"![geographic_crs](../assets/geographic_crs.png)\n",
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"\n",
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"<p style=\"text-align: center;\">Geographic coordinate system with lines of latitude parallel to the equator and lines of longitude with the prime meridian through Greenwich. Source: QGIS Documentation.\n",
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},
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{
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"cell_type": "markdown",
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"id": "7fda5162-0d2f-44fe-902e-f13d119ba653",
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"id": "f2e39130-075c-4e23-9b95-76d84c35dc2a",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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"source": [
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"A two-dimensional coordinate reference system is commonly defined by two axes. At right angles to each other, they form a so called XY-plane. The horizontal axis is normally labelled X, and the vertical axis is normally labelled Y. In a three-dimensional coordinate reference system, another axis, normally labelled Z, is added. It is also at right angles to the X and Y axes. The Z axis provides the third dimension of space. Every point that is expressed in spherical coordinates can be expressed as an X Y Z coordinate.\n",
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"\n",
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"A projected coordinate reference system in the southern hemisphere (south of the equator) normally has its origin on the equator at a specific longitude. This means that the Y-values increase southwards and the X-values increase to the West. In the northern hemisphere (north of the equator) the origin is also the equator at a specific Longitude. However, now the Y-values increase northwards and the X-values increase to the East."
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"A [*projected coordinate reference system*](https://en.wikipedia.org/wiki/Projected_coordinate_system) uses a [map projection](https://en.wikipedia.org/wiki/Map_projection) to identify pairs of spatial coordinates $(X,Y)$ with points on the surface of the Earth. These coordinate values are typically referred to as \"easting\" and \"northing\" (referring to distances east and north respectively to the origin in some locally flattened $XY$-plane). Unlike angular longitude-latitude pairs, the spatial easting-northing coordinates in a projected coordinate system have units of length (e.g., metres).\n",
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" \n",
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"Projected coordinate reference systems in the southern hemisphere (south of the equator) normally assign the origin on the equator at a specific longitude. This means that the $Y$-values increase southwards and the $X$-values increase westwards. In the northern hemisphere (north of the equator) the origin is also the equator at a specific Longitude. However, now the Y-values increase northwards and the X-values increase to the East."
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"cell_type": "markdown",
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"id": "49f3ad36-c1f9-458f-8806-c27234df4a8b",
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"id": "b1f93fe2-5d63-4fc5-a254-677e33cd04d6",
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"metadata": {},
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"source": [
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"### UTM"
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"### Universal Transverse Mercator (UTM) coordinates"
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}
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},
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"source": [
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"The Universal Transverse Mercator (UTM) coordinate reference system has its origin on the equator at a specific Longitude. Now the Y-values increase southwards and the X-values increase to the West. The UTM CRS is a global map projection. This means it is generally used all over the world. To avoid too much distortion, the world is divided into 60 equal zones that are all 6 degrees wide in longitude from East to West. The UTM zones are numbered 1 to 60, starting at the antimeridian (zone 1 at 180 degrees West longitude) and progressing East back to the antemeridian (zone 60 at 180 degrees East longitude).\n",
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"The [*Universal Transverse Mercator (UTM)*](https://en.wikipedia.org/wiki/Universal_Transverse_Mercator_coordinate_system) coordinate reference system has its origin on the equator at a specific Longitude. Now the $Y$-values increase southwards and the X-values increase to the West. The UTM CRS is a global map projection. This means it is generally used all over the world. To avoid excessive distortion, the world is divided into 60 equal zones that are all 6 degrees wide in longitude from East to West. The UTM zones are numbered 1 to 60, starting at the antimeridian (zone 1 at 180 degrees West longitude) and progressing East back to the antemeridian (zone 60 at 180 degrees East longitude).\n",
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"\n",
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"![utm_zones](../assets/utm_zones.png)\n",
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"\n",
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}
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},
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"source": [
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"The position of a coordinate in UTM south of the equator must be indicated with the zone number and with its northing (Y) value and easting (X) value in meters. The northing value is the distance of the position from the equator in meters. The easting value is the distance from the central meridian (longitude) of the used UTM zone. Furthermore, because we are south of the equator and negative values are not allowed in the UTM coordinate reference system, we have to add a so-called false northing value of 10,000,000 m to the northing (Y) value and a false easting value of 500,000 m to the easting (X) value. "
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"The position of a coordinate in UTM south of the equator must be indicated with the zone number and with its northing ($Y$) value and easting ($X$) value in meters. The northing value is the distance of the position from the equator in meters. The easting value is the distance from the central meridian (longitude) of the used UTM zone. Furthermore, in UTM zones that are south of the equator, a so-called false northing value of 10,000,000 m to the northing ($Y$) value to avoid negative values. Similarly, in some UTM zones, a false easting value of 500,000 m is added to the easting ($X$) value."
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01_Geospatial_Background/03_Geospatial_data_formats.ipynb

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"id": "932bd59b-1490-488b-81c2-ea533fd76194",
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"metadata": {},
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"source": [
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"There is an abundance of standard file formats used for sharing scientific data (e.g., [*HDF*](https://en.wikipedia.org/wiki/Hierarchical_Data_Format), [*Parquet*](https://parquet.apache.org/), [*CSV*](https://en.wikipedia.org/wiki/Comma-separated_values), etc.). Moreover, there are [dozens of file formats](https://www.spatialpost.com/list-common-gis-file-format/) available for [*Geographic Information Systems (GIS)*](https://en.wikipedia.org/wiki/Geographic_information_system) e.g., DRG, [*NetCDF*](https://docs.unidata.ucar.edu/nug/current/), USGS DEM, DXF, DWG, SVG, and so on.\n",
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"There are numerous standard file formats used for sharing scientific data (e.g., [*HDF*](https://en.wikipedia.org/wiki/Hierarchical_Data_Format), [*Parquet*](https://parquet.apache.org/), [*CSV*](https://en.wikipedia.org/wiki/Comma-separated_values), etc.). Moreover, there are [dozens of file formats](https://www.spatialpost.com/list-common-gis-file-format/) available for [*Geographic Information Systems (GIS)*](https://en.wikipedia.org/wiki/Geographic_information_system) e.g., DRG, [*NetCDF*](https://docs.unidata.ucar.edu/nug/current/), USGS DEM, DXF, DWG, SVG, and so on.\n",
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"\n",
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"For this tutorial, we focus on only three specific formats."
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"source": [
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"[GeoTIFF](https://en.wikipedia.org/wiki/GeoTIFF) is a public domain metadata standard designed to work within [*TIFF (Tagged Image File Format)*)](https://en.wikipedia.org/wiki/TIFF) files. The GeoTIFF format enables georeferencing information to be embedded as geospatial metadata within image files. GIS applications use GeoTIFFs for aerial photography, satellite imagery, and digitized maps. The GeoTIFF data format is described in detail in the [OGC GeoTIFF Standard](https://www.ogc.org/standard/geotiff/) document.\n",
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"\n",
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"A GeoTIFF file extension contains geographic metadata that describes the actual location in space that each pixel in an image represents. In creating a GeoTIFF file, spatial information is included in the .tif file as embedded tags, which can include raster image metadata such as:\n",
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"A GeoTIFF file extension contains geographic metadata that describes the actual location in space that each pixel in an image represents. In creating a GeoTIFF file, spatial information is included in the `.tif` file as embedded tags, which can include raster image metadata such as:\n",
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"* horizontal and vertical datums \n",
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"* spatial extent, i.e. the area that the dataset covers\n",
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"* the coordinate reference system (CRS) used to store the data\n",

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