IBM TechXchange Community Group Library

TechXchange Group

Your hub for all things community! Ask questions, connect with fellow members, get the support you need, and stay informed with the latest updates.


#Other
#TechXchangePresenter

 View Only

Environmental analysis made easier with IBM’s Geospatial Studio [3142] 

Fri November 15, 2024 02:28 PM

Foundation models bring a new way of predicting floods, wildfires and heat waves linked to climate change. IBM's Geospatial Studio is designed to simplify model customization. Fine-tuning required some expertise in curating data and training AI models. It can involve adapting the model’s architecture, cleaning and harmonizing data from different modalities, and incorporating data into the model without causing it to forget what it previously learned. With a geospatial foundation model, fine-tuning may require integrating satellite images with historical weather observations, street maps and climate projections. IBM Research developed the Geospatial Studio, a cloud-native toolkit, that guides you through data curation, fine-tuning and model deployment and visualization of results.
Activity Type: Technology Breakout
Tech Tracks: Sustainability Software
Session Topic: ESG Data & Environmental Intelligence
Industry: Cross Industry
Technical Level: Introductory Level

, Senior Research Manager & Delivery Lead for Climate & Sustainability, IBM

, IBM Research - Software Engineering, IBM

Statistics
0 Favorited
6 Views
1 Files
0 Shares
5 Downloads
Attachment(s)
pdf file
3142 Environmental analysis made easier with IBMΓÇÖs Geos....pdf   3.43 MB   1 version
Uploaded - Fri November 15, 2024