通过gdal将numpy 2d数组转换为ENVI二进制文件
Conversion of numpy 2d array to ENVI binary file through gdal
我有SAR CEOS格式的文件,包括数据文件、头文件、空卷目录文件和卷目录文件。
我正在使用 gdal ReadAsArray 读取数据文件,然后我正在对这个二维数组进行操作,现在我想将这个二维数组保存为一个 ENVI 二进制文件。
请指导如何在 Python 3.5 中执行此操作。
- 查找教程网站的帮助:https://pcjericks.github.io/py-gdalogr-cookbook/
如例子
import gdal, ogr, os, osr
import numpy as np
def array2raster(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,array):
cols = array.shape[1]
rows = array.shape[0]
originX = rasterOrigin[0]
originY = rasterOrigin[1]
driver = gdal.GetDriverByName('ENVI')
outRaster = driver.Create(newRasterfn, cols, rows, 1, gdal.GDT_Byte)
outRaster.SetGeoTransform((originX, pixelWidth, 0, originY, 0, pixelHeight))
outband = outRaster.GetRasterBand(1)
outband.WriteArray(array)
outRasterSRS = osr.SpatialReference()
outRasterSRS.ImportFromEPSG(4326)
outRaster.SetProjection(outRasterSRS.ExportToWkt())
outband.FlushCache()
def main(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,array):
reversed_arr = array[::-1] # reverse array so the tif looks like the array
array2raster(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,reversed_arr) # convert array to raster
if __name__ == "__main__":
rasterOrigin = (-123.25745,45.43013)
pixelWidth = 10
pixelHeight = 10
newRasterfn = 'test.tif'
array = np.array([[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
[ 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1],
[ 1, 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 1, 1],
[ 1, 0, 1, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1],
[ 1, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 1, 1],
[ 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1],
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]])
main(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,array)
我有SAR CEOS格式的文件,包括数据文件、头文件、空卷目录文件和卷目录文件。
我正在使用 gdal ReadAsArray 读取数据文件,然后我正在对这个二维数组进行操作,现在我想将这个二维数组保存为一个 ENVI 二进制文件。
请指导如何在 Python 3.5 中执行此操作。
- 查找教程网站的帮助:https://pcjericks.github.io/py-gdalogr-cookbook/
如例子
import gdal, ogr, os, osr import numpy as np def array2raster(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,array): cols = array.shape[1] rows = array.shape[0] originX = rasterOrigin[0] originY = rasterOrigin[1] driver = gdal.GetDriverByName('ENVI') outRaster = driver.Create(newRasterfn, cols, rows, 1, gdal.GDT_Byte) outRaster.SetGeoTransform((originX, pixelWidth, 0, originY, 0, pixelHeight)) outband = outRaster.GetRasterBand(1) outband.WriteArray(array) outRasterSRS = osr.SpatialReference() outRasterSRS.ImportFromEPSG(4326) outRaster.SetProjection(outRasterSRS.ExportToWkt()) outband.FlushCache() def main(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,array): reversed_arr = array[::-1] # reverse array so the tif looks like the array array2raster(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,reversed_arr) # convert array to raster if __name__ == "__main__": rasterOrigin = (-123.25745,45.43013) pixelWidth = 10 pixelHeight = 10 newRasterfn = 'test.tif' array = np.array([[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [ 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1], [ 1, 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [ 1, 0, 1, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1], [ 1, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [ 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]) main(newRasterfn,rasterOrigin,pixelWidth,pixelHeight,array)