Crop monitoring using remote sensing land use and land change data: Comparative analysis of deep learning methods using pre-trained CNN models.
Min PengYunxiang LiuAsad KhanBilal AhmedSubrata K. SarkerYazeed Yasin GhadiUzair Aslam BhattiMuna Al-RazganYasser A. AliPublished in: Big Data Res. (2024)
Keyphrases
- remote sensing
- satellite images
- comparative analysis
- remote sensing data
- land cover
- remote sensing imagery
- multispectral
- data sets
- satellite data
- deep learning
- change detection
- probabilistic model
- data points
- high resolution
- image processing
- image analysis
- high spatial resolution
- training data
- hyperspectral
- remote sensing images
- neural network
- earth observation
- pre trained
- spatial data
- unsupervised learning
- feature vectors
- feature space
- training examples
- spatial analysis
- image data
- viewpoint
- high dimensional
- high quality
- landsat tm