Xinran Miao
Biographic Data
| ID | 7999479 |
|---|---|
| NAME | Xinran Miao |
| GIVEN NAMES | Xinran |
| FAMILY NAME | Miao |
| SIGNATURE | MIAO X |
| AFFILIATIONS | Peking University |
| ORCID | 0000-0001-5449-1093 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 0 |
Designing goal-appropriate forest restoration at a broader scale
The biodiversity and ecosystem service contributions and trade-offs of forest restoration approaches
Forest restoration is being scaled up globally to deliver critical ecosystem services and biodiversity benefits; however, there is a lack of rigorous comparison of cobenefit delivery across different restoration approaches. Through global synthesis, we used 25,950 matched data pairs from 264 studies in 53 countries to assess how delivery of climate, soil, water, and wood production services, in addition to biodiversity, compares across a range of…
Interactive Visualization and Representation Analysis Applied to Glacier Segmentation
Interpretability has attracted increasing attention in earth observation problems. We apply interactive visualization and representation analysis to guide the interpretation of glacier segmentation models. We visualize the activations from a U-Net to understand and evaluate the model performance. We built an online interface using the Shiny R package to provide comprehensive error analysis of the predictions. Users can interact with the panels an…
No prominent works on this page.
The biodiversity and ecosystem service contributions and trade-offs of forest restoration approaches
Forest restoration is being scaled up globally to deliver critical ecosystem services and biodiversity benefits; however, there is a lack of rigorous comparison of cobenefit delivery across different restoration approaches. Through global synthesis, we used 25,950 matched data pairs from 264 studies in 53 countries to assess how delivery of climate, soil, water, and wood production services, in addition to biodiversity, compares across a range of…
Interactive Visualization and Representation Analysis Applied to Glacier Segmentation
Interpretability has attracted increasing attention in earth observation problems. We apply interactive visualization and representation analysis to guide the interpretation of glacier segmentation models. We visualize the activations from a U-Net to understand and evaluate the model performance. We built an online interface using the Shiny R package to provide comprehensive error analysis of the predictions. Users can interact with the panels an…
Designing goal-appropriate forest restoration at a broader scale
Computer Science (3 works) · Conservation, Biodiversity, and Resource Management (2 works) · Environmental resource management (2 works) · Environmental Science (2 works) · Forest Management and Policy (2 works) · Agroforestry (1 work) · Artificial Intelligence (1 work) · Biodiversity (1 work) · Biology (1 work) · Business (1 work)