Publications

32 results at AGU 2024

Exploring Different Types of Foundation Models on Flood Segmentation Datasets
- - Haoxiang Qiu
  - Daiki Kimura
  - et al.
- 2024
- AGU 2024
Predicting NDVI from SAR images toward Above Ground Biomass Estimation
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- AGU 2024
Biodiversity and forest fragmentation assessment based on aboveground biomass prediction produced by fine-tuned geospatial foundation models
- - Levente Klein
  - Gurkanwar Singh
  - et al.
- 2024
- AGU 2024
Uncertainty quantification of aboveground biomass predictions produced by fine-tuned geospatial foundation models
- - Harini Srinivasan
  - Shraddha Singh
  - et al.
- 2024
- AGU 2024
Understanding the Model Sensitivity of Beijing Extreme Precipitation to Planetary Boundary Layer and Urban Parameterizations
- - Mukul Tewari
  - Pallav Ray
  - et al.
- 2024
- AGU 2024
Modelling the Extreme July 2023 Hudson Valley Precipitation Event Using WRF
- - Anthony Praino
  - Lloyd Treinish
  - et al.
- 2024
- AGU 2024
Enhancing Wind Downscaling with Foundation Models
- 2024
- AGU 2024
Comparison of Geospatial foundation model based mapped burn scars with predicted forest fire susceptible locations using environmental factors
- - Priyanka Shukla
  - Sina Asuka Klampt
  - et al.
- 2024
- AGU 2024
Transductive Transfer-Learning for LULC Classification
- - Sina Asuka Klampt
  - Tatsuya Ishikawa
  - et al.
- 2024
- AGU 2024
Combining AI with matched filters to improve methane plume segmentation in hyperspectral images
- - Maciel Zortea
  - Ronald Albert Araujo
  - et al.
- 2024
- AGU 2024