JK
Member Since 1997
Jens F. Klump
Group Leader Exploration Through Cover, CSIRO Mineral Resources
AGU Research
Search
Filters
Clear All
AuScope Sample Catalogue and IGSN Minting Service
ONLINE POSTER SESSION FOR INFORMATICS V
informatics | 24 january 2024
Jens F. Klump, Anusuriya Devaraju, Vincent Fazio, ...
Samples play an important role in geosciences research and provide ground truth for data and literature, but many university departments struggle with...
View Abstract
AI/ML-based Lithology Classification of Drill Cuttings for Sustainable Energy Resource Management
DATA AND INFORMATION SERVICES FOR INTERDISCIPLINARY RESEARCH AND APPLICATIONS IN EARTH SCIENCE III POSTER
informatics | 11 december 2023
Pavel Golodoniuc, Marina Pervukhina, Neda Taherifa...
With the global transition towards clean energy, the focus on hydrogen production, critical minerals exploration, and carbon dioxide storage has inten...
View Abstract
Australia’s Scalable Drone Cloud, an open, national infrastructure platform for enabling FAIR drone and 3D geospatial data
ADVANCES IN INSTRUMENTATION FOR EARTH AND SPACE SCIENCE III ORAL
earth and space science informatics | 14 december 2022
Timothy Brown, Jens F. Klump, Owen Kaluza, Matthew...
Uncrewed Aerial Vehicles (UAVs), commonly known as drones, enable near-real-time sensing and monitoring to address the critical scale-gap between grou...
View Abstract
Challenging the Status Quo: What Databases/Data Compilations are You Using for Your Data-Driven Geochemical Research? Will they still be accessible in 2030? Are your data compilations ethical?
DATA-DRIVEN RESEARCH IN GEOCHEMISTRY: STATUS QUO AND FUTURE POSSIBILITIES I ONLINE POSTER DISCUSSION
volcanology, geochemistry and petrology | 14 december 2022
Lesley A. Wyborn, Marthe Klöcking, Kerstin Lehnert...
The status quo of data-driven geochemical research is dominated by multiple, highly specialised and unsustainable data compilations to feed specific r...
View Abstract
Converging Identifier Infrastructures: the Proposed Partnership between IGSN and DataCite
CONNECTING DISCIPLINES AND DATA IN EARTH AND ENVIRONMENTAL SYNTHESIS RESEARCH: ENABLING INTERNATIONAL AND INTERDISCIPLINARY DATA DISCOVERY, INTEGRATION, AND REUSE II ELIGHTNING
earth and space science informatics | 17 december 2021
Kerstin Lehnert, Jens F. Klump, Sarah Ramdeen, Les...
Persistent unique identifiers (PID) are a critical element of the digital research data ecosystem that unambiguously identify, locate and cite digital...
View Abstract
Is Spatial AI Special?
X-INFORMATICS: DATA SCIENCE METHODOLOGIES CRITICAL TO CREATING SCIENTIFIC INSIGHTS FROM ARTIFICIAL INTELLIGENCE III POSTER
earth and space science informatics | 16 december 2021
Hassan Talebi, Mark Lindsay, Jens F. Klump
The application of machine learning to geology has attracted a lot of attention, but questions remain about which methods are suitable and how they ca...
View Abstract
IGSN 2040 Physical Samples Graph: Connecting Data and Knowledge to The Physical World
X-INFORMATICS: DATA SCIENCE METHODOLOGIES CRITICAL TO CREATING SCIENTIFIC INSIGHTS FROM ARTIFICIAL INTELLIGENCE II ELIGHTNING
earth and space science informatics | 14 december 2021
Sarah Ramdeen, Jens F. Klump, Anusuriya Devaraju, ...
To enable the sharing and aggregation of information about physical samples, the IGSN community develops methods to identify and describe physical sam...
View Abstract
AuScope Virtual Research Environments: Building a Data and Analytical Framework to Support a Decadal Plan for a Downward Looking Telescope.
X-INFORMATICS: DATA SCIENCE METHODOLOGIES CRITICAL TO CREATING SCIENTIFIC INSIGHTS FROM ARTIFICIAL INTELLIGENCE II ELIGHTNING
earth and space science informatics | 14 december 2021
Carsten Friedrich, Jens F. Klump, Ulrich Engelke, ...
In 2020, AuScope, Australias National Geoscience Research Infrastructure Program, released a 10-year Strategy that outlined a plan to build a Downward...
View Abstract