36 citations · 47 across the 4 of their papers we have counts for
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cs.LG2024★ 6 cited
Spatioformer: A Geo-encoded Transformer for Large-Scale Plant Species Richness Prediction
Yiqing Guo, Karel Mokany, Shaun R. Levick +2
Earth observation data have shown promise in predicting species richness of vascular plants (-diversity), but extending this approach to large spatial scales is challenging beca…
cs.LG2023★ 36 cited
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…
cs.LG2022
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…