我需要知道如何创建虚拟栅格。我遍历了一个文件夹,其中包含一些二进制栅格(1、0)。我使用numpy.concatenate将这些栅格附加到numpy数组中。然后,我想使用串联的栅格数和该栅格将具有的波段数来创建虚拟栅格。我虽然收到了Followgin消息:
---------------------------------------------------------------------------
IndexError Traceback (most recent call last)
<ipython-input-93-7a57711dc737> in <module>
20 compress = 'lzw')
21 with rasterio.open(path_scl + "/" + "scl_stack.vrt", "w", **profile) as dst:
---> 22 dst.write(final_array.astype(rasterio.uint8), dimension)
rasterio/_io.pyx in rasterio._io.DatasetWriterBase.write()
IndexError: band index out of range
我检查了栅格的数量,它对应于变量“ dimension”,y是在写出最终的虚拟栅格时输入的。
path_scl = r'I:\Sentinel-2\Central\2017\T32TNT'
files = [os.path.join(root, file) for root, directories, filenames in os.walk(path_scl) for file in filenames]
scls = [file for file in files if file.endswith("_01_cloud_mask_bin.tif")]
final_array = np.zeros((10980, 10980))
for scl in scls:
with rasterio.open(scl) as ds:
profile = ds.profile
array = ds.read(1)
np.concatenate((final_array, array), axis = 0)
print(f"{scl} added")
dimension = len(scls)
with rasterio.Env():
profile = profile
profile.update(
dtype = rasterio.uint8,
compress = 'lzw')
with rasterio.open(path_scl + "/" + "scl_stack.vrt", "w", **profile) as dst:
dst.write(final_array.astype(rasterio.uint8), dimension)
有人知道如何解释此错误消息吗? 谢谢
答案 0 :(得分:1)
VRT是只读格式,不能将阵列写入VRT。要创建VRT文件,您仅引用现有的磁盘上栅格文件。例如。在example 3 here中将栅格文件列表与Python一起使用gdal.BuildVRT。