Rahul Ramachandran

P. Koirala

Iksha Gurung

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Artificial Intelligence Vis-à-Vis Data Systems.

[BibT_eX]

[DOI]

Iksha Gurung

Anirudh Koul

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Selecting Approaches for Enabling Enterprise Data Search: NASA's Science Mission Directorate (SMD) Catalog.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE/ACIS International Conference on Computer and Information Science, 2022

2021

Graph Convolutional Network-Strengthened Topic Modeling for Scientific Papers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Smart Data Services, 2021

Augmenting Data Systems with Prediction based Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Deepti: Deep-Learning-Based Tropical Cyclone Intensity Estimation System.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Using neural networks to predict icephobic performance.

[BibT_eX]

[DOI]

CoRR, 2020

Machine learning model to cluster and map tribocorrosion regimes in feature space.

[BibT_eX]

[DOI]

CoRR, 2020

A Quantitative Analysis on the Use of Supervised Machine Learning in Earth Science.

[BibT_eX]

[DOI]

Hassan Muhammad

Ashish Acharya

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Employing Deep Learning to Enable Visual Exploration of Earth Science Events.

[BibT_eX]

[DOI]

Iksha Gurung

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Advancing Open Science Through Innovative Data System Solutions: The Joint ESA-NASA Multi-Mission Algorithm and Analysis Platform (MAAP)'s Data Ecosystem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Standardized Algorithm Documentation for Improved Scientific Data Understanding: The Algorithm Publication Tool Prototype.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Applying Deep Learning to Hail Detection: A Case Study.

[BibT_eX]

[DOI]

Sundar A. Christopher

IEEE Trans. Geosci. Remote. Sens., 2019

Deep feature extraction and its application for hailstorm detection in a large collection of radar images.

[BibT_eX]

[DOI]

Signal Image Video Process., 2019

Machine Learning Lifecycle for Earth Science Application: A Practical Insight into Production Deployment.

[BibT_eX]

[DOI]

Drew Bollinger

Ricardo Mestre

Daniel Cecil

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building a Data Ecosystem: A New Data Stewardship Paradigm for the Multi-Mission Algorithm and Analysis Platform (MAAP).

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Alternative Datasets for Identification of Earth Science Events and Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Biomass feedstock supply chain design - a taxonomic review and a decomposition-based methodology.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2018

Detection of transverse cirrus bands in satellite imagery using deep learning.

[BibT_eX]

[DOI]

Comput. Geosci., 2018

The art and science of data curation: Lessons learned from constructing a virtual collection.

[BibT_eX]

[DOI]

Comput. Geosci., 2018

Recommendations to Improve Downloads of Large Earth Observation Data.

[BibT_eX]

[DOI]

Heather Patrick-Ahlstrom

Matthew J. Smith

Data Sci. J., 2018

Earth Science Deep Learning: Applications and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Generalizing a Data Analysis Pipeline in the Cloud to Handle Diverse Use Cases in NASA's EOSDIS.

[BibT_eX]

[DOI]

Christopher Lynnes

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

ESA-NASA Multi-Mission Analysis Platform for Improving Global Aboveground Terrestrial Carbon Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Neural Network-Powered Cognitive Method of Identifying Semantic Entities in Earth Science Papers.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Cognitive Computing, 2018

Facilitating Data-Centric Recommendation in Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018

2017

A relevancy algorithm for curating earth science data around phenomenon.

[BibT_eX]

[DOI]

Comput. Geosci., 2017

CUMULUS: NASA's cloud based distributed active archive center prototype.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Linking Design-Time and Run-Time: A Graph-Based Uniform Workflow Provenance Model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

A Fine-Grained API Link Prediction Approach Supporting Mashup Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

2016

Climate data initiative: A geocuration effort to support climate resilience.

[BibT_eX]

[DOI]

Kaylin M. Bugbee

Curt Tilmes

Ana Pinheiro Privette

Comput. Geosci., 2016

Anti-Icing Superhydrophobic Surfaces: Controlling Entropic Molecular Interactions to Design Novel Icephobic Concrete.

[BibT_eX]

[DOI]

Entropy, 2016

Exploiting dark information resources to create new value added services to study Earth science phenomena.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Snowstorm climatology derived from NASA MERRA reanalysis as an example for event-based virtual collections.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Editorial: intelligent GIServices.

[BibT_eX]

[DOI]

Peng Yue

Peter Baumann

Earth Sci. Informatics, 2015

Geometric Interpretation of Surface Tension Equilibrium in Superhydrophobic Systems.

[BibT_eX]

[DOI]

Michael Nosonovsky

Entropy, 2015

Linking from observations to data to actionable science in the climate data initiative.

[BibT_eX]

[DOI]

Curt Tilmes

Ana Pinheiro Privette

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Use of Semantic Technology to Create Curated Data Albums.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web in Earth and Space Science. Current Status and Future Directions, 2015

2013

Introducing Provenance Capture into a Legacy Data System.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Data Prospecting-A Step Towards Data Intensive Science.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

2012

A Proposed Earth Science Collaboratory for Remote Sensing Data Analysis.

[BibT_eX]

[DOI]

Kwo-Sen Kuo

Christopher Lynnes

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Talkoot: software tool to create collaboratories for earth science.

[BibT_eX]

[DOI]

Earth Sci. Informatics, 2012

Using GLIDER for Knowledge Discovery in Climate Science to Visualize, Analyze and Mine Satellite Imagery.

[BibT_eX]

[DOI]

Sara J. Graves

Todd Berendes

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

2009

Talkoot Software Appliance for Collaborative Science.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

GLIDER: A Comprehensive Software Tool to Visualize, Analyze and Mine Satellite Imagery.

[BibT_eX]

[DOI]

Sundar A. Christopher

P. Hogan

Tom Gaskins

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Real-time storm detection and weather forecast activation through data mining and events processing.

[BibT_eX]

[DOI]

Xiang Li

Beth Plale

Nithya N. Vijayakumar