基于多层神经网络与Sentinel-2数据的大豆种植区识别方法

田富有, 吴炳方, 曾红伟, 何昭欣, 张淼, JoséBofana

Identifying Soybean Cropped Area with Sentinel-2 Data and Multi-Layer Neural Network

Fuyou TIAN, Bingfang WU, Hongwei ZENG, Zhaoxin HE, Miao ZHANG, Bofana José

表2 神经网络和SLIC分割方法具体参数

Tab. 2 Detailed parameters used in Multi-layer neural network and SLIC segmentation

方法 具体参数 神经网络 alpha=1e-5, hidden_layer_sizes=(20,20,20,20,20,20,20,20), max_iter=100 000, early_stopping=True SLIC分割 compactness=10, sigma=0