| Session Title | FR1.R1: Big Data and Machine Learning for Improving Urban Climate Resiliency I |
|---|---|
| Presentation Mode | Oral |
| Session Time | Friday, 02 August, 08:00 - 09:40 |
| Location | Room 211-212 |
| Session Chairs | Yoshiki Yamagata, National Institute for Environmental Studies and Kei Hiroi, Nagoya University |
| FR1.R1.1: SPATIOTEMPORAL HEATWAVE RISK MODELING COMBINING MULTIPLE OBSERVATIONS |
| Daisuke Murakami; Institute of Statistical Mathematics |
| Yoshiki Yamagata; National Institute for Environmental Studies |
| Takahiro Yoshida; National Institute for Environmental Studies |
| Tomoko Matsui; Institute of Statistical Mathematics |
| FR1.R1.2: SPATIALLY DETAIL HEAT STRESS EVALUATION USING PEOPLE FLOW AND GROUND SURFACE TEMPERATURE DATA |
| Takahiro Yoshida; National Institute for Environmental Studies |
| Yoshiki Yamagata; National Institute for Environmental Studies |
| Daisuke Murakami; Institute of Statistical Mathematics |
| FR1.R1.3: SPATIOTEMPORAL HEATWAVE RISK EVALUATION: CONSIDERING HAZARD, EXPOSURE, AND VULNERABILITY |
| Yoshiki Yamagata; National Institute for Environmental Studies |
| Daisuke Murakami; Institute of Statistical Mathematics |
| Takahiro Yoshida; National Institute for Environmental Studies |
| FR1.R1.4: DEVELOPMENT OF BUILDING MICRO GEODATA FOR EARTHQUAKE DAMAGE ESTIMATION |
| Yuki Akiyama; University of Tokyo |
| Yoshiki Ogawa; University of Tokyo |
| FR1.R1.5: EARTHQUAKE DAMAGE ESTIMATION BY SPARSE MODELING USING GEOSPATIAL BIG DATA |
| Yoshiki Ogawa; University of Tokyo |
| Yuki Akiyama; University of Tokyo |
| Yoshihide Sekimoto; University of Tokyo |
| Ryosuke Shibasaki; University of Tokyo |