crossrefMachine Learning and Knowledge Extraction2026-02-11
Improving Ground Cover Crop Fractional Vegetation Mapping via Causality-Based Deep Representation Learning
Atif Latif, Masoumeh Hashemi, Matt Yost, Somayeh Esmaeili, Xiaojun Qi
Semantic segmentation and deep learning methods have rarely been applied to fractional vegetation cover (FVC) segmentation tasks due to the lack of publicly available datasets for training deep learning models. FVC is a key indicator for assessing vegetation distribution, crop de…