KDD 2024 Workshop Fragile Earth Submissions

Energy Estimation of Last Mile Electric Vehicle Routes
Josiah Davis, Andre Snoeck, Aniruddha Bhargava, Daniel Merchan, Julian Pachon
- Published: 29 Jul 2024, Last Modified: 06 Aug 2024
- Fragile Earth FullPresentation
- Readers: Everyone
Leveraging hyperspectral remote sensing and foundation models for greenhouse monitoring
Alberto Costa Nogueira Jr, Devyani Lambhate, João Lucas de Sousa Almeida, Levente Klein, Maciel Zortea, Ranjini Bangalore, Ronald Albert de Araujo, Thomas Brunschwiler
- Published: 29 Jul 2024, Last Modified: 29 Jul 2024
- Fragile Earth FullPresentation
- Readers: Everyone
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation
Michal Muszynski, Levente Klein, Ademir Ferreira da Silva, Anjani Prasad Atluri, Carlos Gomes, Daniela Szwarcman, Gurkanwar Singh, Kewen Gu, Maciel Zortea, Naomi Simumba, Paolo Fraccaro, Shraddha Singh, Steve Meliksetian, Campbell D Watson, Daiki Kimura, Harini Srinivasan
- Published: 29 Jul 2024, Last Modified: 14 Aug 2024
- Fragile Earth FullPresentation
- Readers: Everyone
Finetuning the Geospatial Foundation model for Land Cover mapping
Devyani Lambhate, Ayush Jain, Kamal Das, Ranjini Bangalore, Johannes Jakubik, Bianca Zadrozny
- Published: 29 Jul 2024, Last Modified: 29 Jul 2024
- Fragile Earth FullPresentation
- Readers: Everyone
Time-Series Foundation Models for Forecasting Soil Moisture Levels in Smart Agriculture
Boje Deforce, Bart Baesens, Estefanía Serral
- Published: 29 Jul 2024, Last Modified: 14 Aug 2024
- Fragile Earth FullPresentation
- Readers: Everyone
The Future of Foundation Models in Predicting Climate-Related Risks in the Insurance Sector: A Case Study in Louisiana
Meghna Behari
- Published: 29 Jul 2024, Last Modified: 20 Aug 2024
- Fragile Earth ShortPresentation
- Readers: Everyone