Unsupervised object-based spectral unmixing for subpixel mapping
Subpixel mapping (SPM) addresses the widespread mixed pixel problem in remote sensing
images by predicting the spatial distribution of land cover within mixed pixels. However …
images by predicting the spatial distribution of land cover within mixed pixels. However …
Avoiding confusion: Modelling image identification surveys with classification errors
Automated systems driven by machine learning is becoming increasingly used as an
environmental monitoring tool. A common approach is to use classification algorithms to …
environmental monitoring tool. A common approach is to use classification algorithms to …
Long-term (2013–2022) mapping of winter wheat in the North China Plain using Landsat data: classification with optimal zoning strategy
Long-term mapping of winter wheat is vital for assessing food security and formulating
agricultural policies. Landsat data are the only available source for long-term winter wheat …
agricultural policies. Landsat data are the only available source for long-term winter wheat …