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我写了以下函数。此函数读取 *.las 点格式并通过 GDAL 创建光栅网格图像。使用dtype我可以选择遵循GDAL 描述的栅格网格的格式。我使用了几个 if...else 语句，但我希望我编写一些建议以节省行并让我的功能更优雅

    if dtype == "GDT_Unknown": # Unknown or unspecified type
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Unknown)
    elif dtype == "GDT_Byte": # Eight bit unsigned integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Byte)
    elif dtype == "GDT_UInt16": # Sixteen bit unsigned integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_UInt16)
    elif dtype == "GDT_Int16": # Sixteen bit signed integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Int16)
    elif dtype == "GDT_UInt32": # Thirty two bit unsigned integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_UInt32)
    elif dtype == "GDT_Int32": # Thirty two bit signed integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Int32)
    elif dtype == "GDT_Float32": # Thirty two bit floating point
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Float32)
    elif dtype == "GDT_Float64": # Sixty four bit floating point
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Float64)
    elif dtype == "GDT_CInt16": # Complex Int16
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CInt16)
    elif dtype == "GDT_CInt32": # Complex Int32
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CInt32)
    elif dtype == "GDT_CFloat32": # Complex Float32
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CFloat32)
    elif dtype == "GDT_CFloat64": # Complex Float64
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CFloat64)

提前致谢

def LAS2MAXGrid(inFile,outFile,gridSize=1,dtype="GDT_Float32",nodata=-9999.00,BBOX=None,EPSG=None):
    if BBOX == None:
        X = []
        Y = []
        for p in lasfile.File(inFile,None,'r'):
            X.append(p.x)
            Y.append(p.y)
        xmax, xmin = max(X),min(X)
        ymax, ymin = max(Y), min(Y)
        del X,Y
    else:
        xmax,xmin,ymax,ymin = BBOX[0],BBOX[1],BBOX[2],BBOX[3]
    # number of row and columns
    nx = int(math.ceil(abs(xmax - xmin)/gridSize))
    ny = int(math.ceil(abs(ymax - ymin)/gridSize))
    # Create an array to hold the values
    data = np.zeros((ny, nx))
    # read all points line-by-line
    for p in lasfile.File(inFile,None,'r'):
        # Compute the x and y offsets for where this point would be in the raster
        dx = int((p.x - xmin)/gridSize)
        dy = int((ymax - p.y)/gridSize)
        if data[dy,dx] >= p.z:
            data[dy,dx] = data[dy,dx]
        elif data[dy,dx] < p.z:
            # Add the z value for that pixel
            data[dy,dx] = p.z
    # Replacing values equal than a limit in a numpy array
    np.putmask(data, data == 0.00,nodata)
     # Create gtif
    if dtype == "GDT_Unknown": # Unknown or unspecified type
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Unknown)
    elif dtype == "GDT_Byte": # Eight bit unsigned integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Byte)
    elif dtype == "GDT_UInt16": # Sixteen bit unsigned integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_UInt16)
    elif dtype == "GDT_Int16": # Sixteen bit signed integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Int16)
    elif dtype == "GDT_UInt32": # Thirty two bit unsigned integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_UInt32)
    elif dtype == "GDT_Int32": # Thirty two bit signed integer
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Int32)
    elif dtype == "GDT_Float32": # Thirty two bit floating point
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Float32)
    elif dtype == "GDT_Float64": # Sixty four bit floating point
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_Float64)
    elif dtype == "GDT_CInt16": # Complex Int16
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CInt16)
    elif dtype == "GDT_CInt32": # Complex Int32
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CInt32)
    elif dtype == "GDT_CFloat32": # Complex Float32
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CFloat32)
    elif dtype == "GDT_CFloat64": # Complex Float64
        target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.GDT_CFloat64)
    # top left x, w-e pixel resolution, rotation, top left y, rotation, n-s pixel resolution
    target_ds.SetGeoTransform((xmin, gridSize, 0,ymax, 0, -gridSize))
    # set the reference info
    if EPSG is None:
        # Source has no projection (needs GDAL >= 1.7.0 to work)
        target_ds.SetProjection('LOCAL_CS["arbitrary"]')
    else:
        proj = osr.SpatialReference()
        proj.ImportFromEPSG(EPSG)
        # Make the target raster have the same projection as the source
        target_ds.SetProjection(proj.ExportToWkt())
    # write the band
    target_ds.GetRasterBand(1).WriteArray(data)
    target_ds.GetRasterBand(1).SetNoDataValue(nodata)
    target_ds = None
4

3 回答 3

4

你可以尝试这样的事情：

dtypes = {
    "GDT_Unknown": gdal.GDT_Unknown,
    "GDT_Byte": gdal.GDT_Byte, 
    # etc
}

target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, dtypes[dtype])
于 2012-11-16T23:59:17.460 回答
2

由于您的dtype变量名称与gdal您尝试使用的变量名称相匹配，因此类似这样的东西应该可以正常工作。

target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, gdal.__getattribute__(dtype))
于 2012-11-17T00:02:44.763 回答
1

这个单线怎么样：

target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, getattr(gdal, dtype))

你也可以将它包裹在一个 try / catch 语句中，以防 'dtype' 值不是预期的

try:
    target_ds = gdal.GetDriverByName('GTiff').Create(outFile, nx,ny, 1, getattr(gdal, dtype))
except:
    target_ds = None

编辑：对不起，美学家，不是要复制你的答案，当我开始回答你的帖子时，你的帖子不在那里.. :(

于 2012-11-17T00:07:42.533 回答