Datasets:
Formats:
parquet
Languages:
English
Size:
1K - 10K
Tags:
remote-sensing
carbon-flux
time-series
earth-system-science
knowledge-guided-machine-learning
process-based-modeling
| cff-version: 1.2.0 | |
| message: "If you use this dataset, please cite the associated paper." | |
| title: "DERE Dataset" | |
| type: dataset | |
| authors: | |
| - family-names: "Xu" | |
| given-names: "Shuo" | |
| repository-code: "https://github.com/ai-spatial/DERE" | |
| url: "https://huggingface.co/datasets/ai-spatial/DERE" | |
| version: "1.0.0" | |
| preferred-citation: | |
| type: conference-paper | |
| title: "Knowledge-Guided Learning for Global Carbon Flux Prediction: Integrating High-Level Remote Sensing with Bottom-Up Physical Modeling" | |
| authors: | |
| - family-names: "Xu" | |
| given-names: "Shuo" | |
| - family-names: "Wang" | |
| given-names: "Zhihao" | |
| - family-names: "Li" | |
| given-names: "Ruohan" | |
| - family-names: "Wang" | |
| given-names: "Ruichen" | |
| - family-names: "Ma" | |
| given-names: "Lei" | |
| - family-names: "Hurtt" | |
| given-names: "George C." | |
| - family-names: "Jia" | |
| given-names: "Xiaowei" | |
| - family-names: "Xie" | |
| given-names: "Yiqun" | |
| collection-title: "Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2" | |
| year: 2026 | |
| publisher: | |
| name: "ACM" | |
| conference: | |
| name: "32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining" | |
| location: | |
| name: "Jeju Island, Republic of Korea" | |
| doi: "10.1145/3770855.3818927" | |