121 citations · 157 across the 4 of their papers we have counts for
4 papers
Retrieval of Coastal Biogeochemical Parameters From Near-Surface Hyperspectral Remote Sensing Reflectance Using Physics-Aware Meta-Learning
Yiqing Guo, Nagur R. C. Cherukuru, Eric A. Lehmann +7
Hyperspectral in situ sensing has shown promise in retrieving aquatic biogeochemical (BGC) parameters, such as total suspended solids, dissolved organic carbon, and total chlorophy…
Plant species richness prediction from DESIS hyperspectral data: A comparison study on feature extraction procedures and regression models
Yiqing Guo, Karel Mokany, Cindy Ong +3
The diversity of terrestrial vascular plants plays a key role in maintaining the stability and productivity of ecosystems. Airborne hyperspectral imaging has shown promise for meas…
Quantitative Assessment of DESIS Hyperspectral Data for Plant Biodiversity Estimation in Australia
Yiqing Guo, Karel Mokany, Cindy Ong +3
Diversity of terrestrial plants plays a key role in maintaining a stable, healthy, and productive ecosystem. Though remote sensing has been seen as a promising and cost-effective p…
Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification
Yiqing Guo, Xiuping Jia, David Paull
The explosive availability of remote sensing images has challenged supervised classification algorithms such as Support Vector Machines (SVM), as training samples tend to be highly…