import os
import esa_snappy
from esa_snappy import ProductIO, GPF, HashMap, jpy
获取 Java 类型
Integer = jpy.get_type(‘java.lang.Integer’)
Double = jpy.get_type(‘java.lang.Double’) # 定义 Double 类型
读取产品
def read_product(product_path):
try:
return ProductIO.readProduct(product_path)
except Exception as e:
print(f"读取产品时出错: {e}")
exit(1)
应用 Enhanced Spectral Diversity (ESD)
def apply_esd(product):
try:
parameters = HashMap()
# 根据截图中的参数进行配置
parameters.put('registrationWindowWidth', Integer(512))
parameters.put('registrationWindowHeight', Integer(512))
parameters.put('searchWindowAccuracyAzimuth', Integer(16))
parameters.put('searchWindowAccuracyRange', Integer(16))
parameters.put('windowOversamplingFactor', Integer(128))
parameters.put('crossCorrelationThreshold', Double(0.1))
parameters.put('coherenceThreshold', Double(0.3))
parameters.put('numWindowsPerOverlap', Integer(10))
parameters.put('esdEstimator', 'Periodogram')
parameters.put('weightFunction', 'Inv Quadratic')
parameters.put('temporalBaselineType', 'Number of images')
parameters.put('maxTemporalBaseline', 'Number of images')
parameters.put('integrationMethod', 'L1 and L2')
parameters.put('overallRangeShift', Double(0.0))
parameters.put('overallAzimuthShift', Double(0.0))
# 执行 ESD 操作
return GPF.createProduct('Enhanced-Spectral-Diversity', parameters, product)
except Exception as e:
print(f"应用 ESD 时出错: {e}")
exit(1)
保存产品
def save_product(product, output_path):
try:
if os.path.exists(output_path):
os.remove(output_path)
ProductIO.writeProduct(product, output_path, ‘BEAM-DIMAP’)
except Exception as e:
print(f"保存产品时出错: {e}")
exit(1)
数据处理流程
def process_esd(input_files, output_path):
for input_file in input_files:
# 读取产品
product = read_product(input_file)
# 应用 Enhanced Spectral Diversity (ESD)
esd_applied_product = apply_esd(product)
# 设置输出文件路径
output_file_name = os.path.basename(input_file).replace('.dim', '_esd.dim')
esd_output_file_path = os.path.join(output_path, output_file_name)
# 保存处理后的产品
save_product(esd_applied_product, esd_output_file_path)
路径定义
input_path = ‘/data/data/snap/menyuan_GUI/output_GUI_snappy’
output_path = input_path # 输出路径与输入路径相同
获取配准后的文件列表
input_files = [os.path.join(input_path, f) for f in os.listdir(input_path) if f.endswith(‘_Stack.dim’)]
确保输出路径存在
os.makedirs(output_path, exist_ok=True)
运行数据处理流程
process_esd(input_files, output_path)
INFO: org.esa.snap.core.util.EngineVersionCheckActivator: Please check regularly for new updates for the best SNAP experience.
Unparseable date: “29Dec2021”
应用 ESD 时出错: org.esa.snap.core.gpf.OperatorException: Unparseable date: “29Dec2021”
(DInSAR) administrator@g220:/data/wangfengmao_file/aipy/py$
Is this error normal? How should it be solved?