Questions tagged [affine-transformation]

An affine transformation is a 2-dimension cartesian transformation applied to both vector and raster data, which can rotate, shift, scale (even applying different factors on each axis) and skew geometries.

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rasterio.plot gives different shape using extent after transformation

I plot the following tiff I plot it using import matplotlib.pyplot as plt from rasterio import plot def plot(self) -> None: fig, ax = plt.subplots(1, figsize=(10, 7)) ax.ticklabel_format(...
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Converting lon/lat coordinates to pixel coordinates [closed]

I have a GeoTIFF image. I have a corresponding GeoJSON file containing object detections in lon/lat. I want to convert to lon/lat coordinates to pixel coordinates so that I can make image chips. ...
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Change the origin point of the GeoTIFF files using Rasterio

I created a GeoTIFF file in Python (v3.8) using Rasterio (v1.2.10). The upper left corner is defined as the GeoTIFF file's origin point, which causes some difficulties in subsequent steps. Is there ...
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1 answer
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Mismatch between Google Earth and RasterIO Transform

I imported an image from a Arc GIS REST Map service and the dimensions of the image as projected don't match the transform, but they do line up correctly in Google Earth with the expected building. ...
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How to remove banding artifact in R after reprojecting sf with st_transform

I have several global map layers I am plotting using ggplot() + geom_sf() + etc. All data is "+proj=longlat +datum=WGS84 +no_defs". My goal is to have Eurasia be a contiguous land mass. This ...
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Georeference and Rotate an image using GDAL and python

I have a drone image with no spatial reference (ungeoreferenced). I know from some calculations the coordinates of the upper left corner, and X and Y resolutions. I was able to georeference the image ...
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1 answer
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GDAL coordinate transformation using C/C++ API (OGRCoordinateTransformation)

I'm in a puzzle of figuring out how to create correct coordinate transformations using GDAL C/C++ API. I have referenced code from tutorial - https://gdal.org/tutorials/osr_api_tut.html#coordinate-...
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How to get the transformation for a georeferenced dataset in azimuthal equidistant projection using rasterio

I have a squared Numpy array with data. I also have both squared arrays of the same shape with lat and lon. I also know the projection used by this data, an azimuthal equidistant with known center ...
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How to efficiently find pixel coordinate in raster if affine transform is not, but coordinates of all pixels are given?

I have two 2D numpy arrays, one of them contains the latitudes, the other contains longitudes of a raster. For example: lats = \ np.array([[26.21965851, 26.21965851, 26.2196585 ], [26....
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Transforming GPM Precip Data using rioxarray

I am working with GPM Precip data on a hydrologic study and I am having a hard time figuring out why the netcdf files I downloaded are giving me issues when I try and map the data. I am still learning ...
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3 answers
399 views

Get the geo-coordinates of a point from a pixel

I need to get the geo-coordinates of a point from a pixel GeoTiff. I am using the following code: import gdal from affine import Affine # open the dataset and get the geo transform matrix ds = gdal....
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Reshaping polygons to overlap

I have a tricky problem for which I suspect there is a known solution, but I'm at the limit of my own geometry knowledge. I have a set of architectural drawings for some buildings, created in some CAD ...
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How to use affine matrix to calculate row-column pair on a raster corresponding to a lat-long pair using NumPy?

I have a pair of latitude-longitude coordinates: lat, lon = 59.87115844471202, 10.656472637769236 I have a URL for a TIFF (this - it's public). I open it with rasterio (install: pip install rasterio),...
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1 answer
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Visually correcting systematic shift between two geodatasets using QGIS

The equivalent question has been asked wrt ArcMap, but I'm using QGIS and am also an inexperienced user. I have multiple rasters, provided as GeoTIFFs, that are all projected to the same custom CRS ...
1 vote
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68 views

Transforming raster with matrix

I would like to apply a similarity transformation matrix (potentially a homography matrix) on a valid raster (with proper CRS, resolution, bounds, width height, etc). The 1st image is the original ...
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Projected coordinates points rotating horizontally

I have this Sentinel-2 picture that uses the WGS84 UTM zone 23S as projection type. My picture is rescaled to 3413 by 4741. My objective is to transform the X and Y pixels to EPSG 32723 and then from ...
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How to convert an affine matrix setup in a metric coordinate system to a pseudo web mercator System

I have an affine matrix (with rotation and translation), which is setup in a local metric coordinate system. 1 0 0 10 M = 0 1 0 15 0 0 1 14 0 0 0 1 webMercPoint = (20000, 1000, 0) ...
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7 votes
1 answer
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How to find a particular coordinate on a Sentinel image using proj:transform?

Background I am retrieving images from the Sentinel satellites. I plot these images, using pixel coordinates. I would like to show points specified using latitude and longitude on those images. Data ...
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Custom Projection Definition - Excel Formula to ArcGIS Pro

I have been given an Excel formula for converting a custom projection coordinate point to a known defined system (state plane AZ East) I'm trying to get create a custom projection definition in ArcGIS ...
2 votes
1 answer
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Wrong transform after interpolating points

Following this post, I'ms trugglig wwith interpolation and projection of set of points. I have used griddata in order to interpolate, and seems like interpolation hapenns, however, the results look ...
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1 answer
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Custom-derived CRS by affine transformation from EPSG:32633: Setting as layer-CRS works only for current QGis-session. Information lost after restart

I am working with QGIS 3.16, Win10. With help of another SE-user I created several derived CRS by an affine transformation from EPSG:32633 CRS (see below) in order to shift some related layers a ...
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1 answer
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How do I find these values for an Affine Transformation (state plane to local grid)?

so I need to perform some kind of transformation. I have a bunch of points like so: <record id="Localization Points" > <record id="Point 1" > <value name="Lat&...
2 votes
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3D transformation of local points

I was wondering if anyone could assist me with a problem. Undertaking some archaeological excavations we use a laser level as a datum to take heights or Z values, the laser level is free floating and ...
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1 answer
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Get the correct transform from bounding box with Rasterio

I have image as numpy array with no projection or geographical data and I have information of the bouding box of this numpy array (the image suppose to match perfectly the bbox). The bbox is ...
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1 vote
1 answer
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How to get the affine matrix between 2 projection using pyproj?

I'm struggling getting the affine matrix (or crs_transform) using pyproj. The Transformerobject is full of functions to actually transform coordinates but I just want to check the matrix: I'm stuck ...
1 vote
0 answers
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Cannot georeference an image using a custom projection in QGIS

I am trying to georeference a map using a custom projection I created in QGIS. I get the error Transform failed: "Failed to compute GCP transform: Transform is not solvable" Does anyone have ...
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Getting extents of raster with GeoTransform

I'm trying to better understand GeoTransform. For getting the extents of a raster, I've seen solutions posted such as below. But doesn't this only account for perfectly square rasters? From my ...
1 vote
2 answers
302 views

Reading CRS and Affine transformation from a NetCDF with CF conventions

I have a NetCDF with geographical information. I'd like to obtain a GeoTIFF file with rasterio. The problem is how to translate the geographical information from CF standard to something that GeoTIFF ...
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Width and value problems with rasterstats

I am trying to extract data from a raster with a gpkg file as a vector. The issue is that, the data can't be extracted because the internal Bounding Box is negative. There I am not sure, whether this ...
3 votes
1 answer
559 views

How to use affine transform parameters in a PROJ or WKT2 string

Can anyone show me how I can construct a PROJ or WKT2 string with affine transformation parameters to create a custom CRS in QGIS? I wish to use the following affine transformation parameters to ...
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1 vote
1 answer
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Getting geo transforms (affine) without a TIFF reference image

I have a binary mask with buildings' footprints. What I have is a latitude and longitude of the center of my image and I want to georeference each polygon first. And here is what I have done before: ...
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2 votes
1 answer
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Rotation of a cropped portion of a raster map

We create printed maps from a GeoTIFF file projected in LCC, which is a common projection for aviation maps. Part of our process includes customization of the raster image by selecting a region and ...
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4 votes
2 answers
455 views

Renaming multiple layers in the legend from an attribute in each layer in QGIS

I have 72 layers that have been generated via affine transform of a single layer that has 72 categories. But the 72 layers have been given names that are sequential numeric. The original categories ...
2 votes
1 answer
5k views

Defining Affine transform with rasterio

I have transform vector that I have gotten from bbox with sentinelhub: transform=bbox.get_transform_vector(10,10) >>> (-101.7359960059834, 10.0, 0, 20.8312118894487, 0, -10.0) The type of ...
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2 votes
1 answer
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rasterio reprojection produces no visible changes

I've been trying to perform translation of a raster using the reproject function from rasterio.warp. I've calculated the translation amount in X and Y from a series of "control points" ...
2 votes
1 answer
184 views

Visually correcting systematic shift between two geodatasets using ArcMap

I often have two datasets that are obviously not georeferenced correctly. Most of the time a simple translation (shift by x/y) could fix this. Is there an easy way to do this e.g. by specifying one or ...
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1 answer
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Rotate, Scale, Translate in OpenLayers 4 and MapServer

Sometimes, I get spatial data (usually DGNs but I am not sure the format matters) that in the coordinate control sheet a 'Project Datum Factor' is noted. Say: 1.000073496. If I add them as is in ...
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1 answer
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Affine Tranformation Matrix; shapely asks 6 coefficients, but rasterio delivers 9; how to translate

Some lines have been extracted via scikit-image, now tho goal is to vectorize them within the origin coordinate reference system #some geotif opened with rasterio src = rasterio.open(raster_path) ...
3 votes
0 answers
337 views

Difference between Affine, Bilinear and Helmert Transformations

I'm georeferencing old arial photos with a commercial GIS. The software offers me 'Affine', 'Bilinear' and 'Helmert transformation' as transformation options. Unfortunately, the support of the GIS can'...
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1 answer
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Using "raster.transform" function of "rasterio" in Python

When I execute the "raster.transform" function in Python it returns me a matrix. What I can understand is that it tells me my data has a 10 m pixel resolution, It also tells me that my left ...
4 votes
1 answer
532 views

How do I mirror a vector layer along a line in QGIS?

ArcGIS (Map & Pro) has a nifty utility that allows you to mirror a vector layer along a line segment you give it. Before I spend time trying to write something from scratch, I wanted to see if ...
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2 votes
1 answer
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Get geopandas geo or affine transform

Does anyone know how to get the affine transformation from a geopandas dataframe? I need this for rasterising geospatial vector data with rasterio. shapes = ((geom,value) for geom, value in zip(...
1 vote
0 answers
224 views

Transform rectangle from decimal degrees to Cartesian coordinates

I'm trying to achieve the following: Given four coordinates (lat, lng) decimal degrees and a query coordinate within the formed shape, how can I transform these coordinates into Cartesian space where ...
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1 vote
1 answer
1k views

Apply same coordinate system to raster image and GeoJSON with rasterio

I have a dataset containing raster images and corresponding features in geojson files. I would like to use rasterio.features.rasterize to create a footprint image of the features on the raster image, ...
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QGIS v.transform output extent not lining up with input

I am using the updated Affine tool (v.transform) to rescale my vector layer (containing multiple polygons). I want to shrink each polygon to half of its size. So I enter in 0.5 for both the x and y ...
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3 votes
0 answers
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Coordinate transformation for antenna pointing

I may have bitten off more than I can chew with some coordinate transformation math. As a background, I'm working on a project where we need to mechanically point an antenna to a receiving tower. The ...
2 votes
1 answer
571 views

Spatial transformation of latitudes and longitudes that preserve distances between points

I have a set of lat,lon points. I would like to apply a spatial transformation (rotate, translate) to place these points somewhere else on the earth surface (for anonymization purposes), but preserve ...
3 votes
1 answer
1k views

Shapely affine transformations with bounds of GeoDataFrame

I understand that I can use Shapely's affinity.translate to translate a geometry like the below: from shapely import affinity from shapely.geometry import Polygon poly = Polygon([(0, 0), (1, 0), (1, ...
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1 answer
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How to calculate affine transformation by Python gdal as same as gdal_translate?

I've made a python script which tries to reproduce what gdal_translate does (given a bounding box BBOX in EPSG:4326 and an UTM32 .jp2 file. Then, translates the BBOX from EPSG:4326 to EPSG:32632 (...
0 votes
2 answers
211 views

Difference results from QGIS project on fly and gdalwarp for EPSG:4326 of Sentinel 2 UTM zone 32?

I always thought QGIS and gdalwarp should return same result for projecting a 2D Sentinel 2 image (e.g: T32UQD_20200421T102021_TCI_60m.jp2) from UTM 32 to EPSG:4326. What I did was: Open the .jp2 in ...