Levente J. Klein

According to our database, Levente J. Klein authored at least 36 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation.

Michal Muszynski, Levente J. 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

CoRR, 2024

Geospatial Foundational Model for Canopy Height Estimates Across Kenya's Ecoregions.

Ademir Ferreira da Silva, Maciel Zortea, Julian Kuehnert, Anjani Prasad Atluri, Gurkwandar Singh, Harini Srinivasan, Levente J. Klein

Proceedings of the IGARSS 2024, 2024

2023

A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network.

Takuya Kurihana, Kyongmin Yeo, Daniela Szwarcman, Bruce Elmegreen, S. Karthik Mukkavilli, Johannes Schmude, Levente J. Klein

CoRR, 2023

Image-Based Soil Organic Carbon Remote Sensing from Satellite Images with Fourier Neural Operator and Structural Similarity.

Ken C. L. Wong, Levente J. Klein, Ademir Ferreira da Silva, Hongzhi Wang, Jitendra Singh, Tanveer F. Syeda-Mahmood

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Comparison of Biome-Specific AI Models to Estimate Biomass.

Ademir Ferreira da Silva, Maciel Zortea, Alexandre Alkmim Chamon, Levente J. Klein, Ken C. L. Wong, Hongzhi Wang, Jitendra Singh

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network.

Juan Nathaniel, Gabrielle Nyirjesy, Campbell D. Watson, Conrad M. Albrecht, Levente J. Klein

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data.

Maciel Zortea, João Lucas de Sousa Almeida, Levente J. Klein, Alberto Costa Nogueira Junior

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Aboveground carbon biomass estimate with Physics-informed deep network.

Juan Nathaniel, Levente J. Klein, Campbell D. Watson, Gabrielle Nyirjesy, Conrad M. Albrecht

CoRR, 2022

Monitoring Urban Forests from Auto-Generated Segmentation MAPS.

Conrad M. Albrecht, Chenying Liu, Yi Wang, Levente J. Klein, Xiao Xiang Zhu

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

NetZeroCO2, an AI framework for accelerated nature-based carbon sequestration.

Ademir Ferreira da Silva, Juan Nathaniel, Ken C. L. Wong, Campbell D. Watson, Hongzhi Wang, Jitendra Singh, Alexandre Alkmim Chamon, Levente J. Klein

Proceedings of the IEEE International Conference on Big Data, 2022

Source Localization and Bayesian leak magnitude inference of sparse wireless sensor data to detect fugitive methane leak.

Siddesh Nageswaran, Ramachandran Muralidhar, Theodore G. van Kessel, Levente J. Klein

Proceedings of the IEEE International Conference on Big Data, 2022

Optimal Sensor Placement for Atmospheric Inverse Modelling.

Xinchao Liu, Kyongmin Yeo, Levente J. Klein, Youngdeok Hwang, Dzung Phan, Xiao Liu

Proceedings of the IEEE International Conference on Big Data, 2022

Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring.

Arka Daw, Kyongmin Yeo, Anuj Karpatne, Levente J. Klein

Proceedings of the IEEE International Conference on Big Data, 2022

2021

S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process.

Chulin Wang, Kyongmin Yeo, Xiao Jin, Andrés Codas, Levente J. Klein, Bruce Elmegreen

CoRR, 2021

Quantification of Carbon Sequestration in Urban Forests.

Levente J. Klein, Wang Zhou, Conrad M. Albrecht

CoRR, 2021

AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning.

Conrad M. Albrecht, Fernando J. Marianno, Levente J. Klein

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Change Detection from Remote Sensing to Guide OpenStreetMap Labeling.

Conrad M. Albrecht, Rui Zhang, Xiaodong Cui, Marcus Freitag, Hendrik F. Hamann, Levente J. Klein, Ulrich Finkler, Fernando J. Marianno, Johannes Schmude, Norman Bobroff, Wei Zhang, Carlo Siebenschuh, Siyuan Lu

ISPRS Int. J. Geo Inf., 2020

Next-generation geospatial-temporal information technologies for disaster management.

Conrad M. Albrecht, Bruce Elmegreen, Oki Gunawan, Hendrik F. Hamann, Levente J. Klein, Siyuan Lu, F. Mariano, Carlo Siebenschuh, Johannes Schmude

IBM J. Res. Dev., 2020

PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data.

Wang Zhou, Levente J. Klein, Siyuan Lu

CoRR, 2020

Physics-Informed Neural Network Super Resolution for Advection-Diffusion Models.

Chulin Wang, Eloisa Bentivegna, Wang Zhou, Levente J. Klein, Bruce Elmegreen

CoRR, 2020

Monitoring the Impact of Wildfires on Tree Species with Deep Learning.

Wang Zhou, Levente J. Klein

CoRR, 2020

Satellite Guided Mobile Wireless Methane Detection for Oil and Gas Operations.

Theodore G. van Kessel, Levente J. Klein, Ramachandran Muralidhar, Eric J. Zhang, Hendrik F. Hamann

Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data.

Wang Zhou, Levente J. Klein, Siyuan Lu

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Field Deployment of a Portable Optical Spectrometer for Methane Fugitive Emissions Monitoring on Oil and Gas Well Pads.

Eric J. Zhang, Chu C. Teng, Theodore G. van Kessel, Levente J. Klein, Ramachandran Muralidhar, Gerard Wysocki, William M. J. Green

Sensors, 2019

N-dimensional geospatial data and analytics for critical infrastructure risk assessment.

Levente J. Klein, Conrad M. Albrecht, Wang Zhou, Carlo Siebenschuh, Sharathchandra Pankanti, Hendrik F. Hamann, Siyuan Lu

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Closed Loop Controlled Precision Irrigation Sensor Network.

Levente J. Klein, Hendrik F. Hamann, Nigel Hinds, Supratik Guha, Luis Sanchez, Brent S. Sams, Nick Dokoozlian

IEEE Internet Things J., 2018

Methane Leak Detection and Localization Using Wireless Sensor Networks for Remote Oil and Gas Operations.

Theodore G. van Kessel, Ramachandran Muralidhar, Levente J. Klein, Dhruv Nair, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa

Proceedings of the 2018 IEEE SENSORS, New Delhi, India, October 28-31, 2018, 2018

Wireless Sensor Networks for Fugitive Methane Emissions Monitoring in Oil and Gas Industry.

Levente J. Klein, Muralindar Ramachandran, Ted van Kessel, Dhruv Nair, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa

Proceedings of the 2018 IEEE International Congress on Internet of Things, 2018

2017

Wireless Sensor Platform for Cultural Heritage Monitoring and Modeling System.

Levente J. Klein, Sergio A. Bermudez, Alejandro G. Schrott, Masahiko Tsukada, Paolo Dionisi-Vici, Lucretia Kargere, Fernando J. Marianno, Hendrik F. Hamann, Vanessa López, Marco Leona

Sensors, 2017

Distributed wireless sensing for fugitive methane leak detection.

Levente J. Klein, Theodore G. van Kessel, Dhruv Nair, Ramachandran Muralidhar, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Toward large-scale crop production forecasts for global food security.

G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann

IBM J. Res. Dev., 2016

Drone-based reconstruction for 3D geospatial data processing.

Jason D. Renwick, Levente J. Klein, Hendrik F. Hamann

Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery.

Siyuan Lu, Xiaoyan Shao, Marcus Freitag, Levente J. Klein, Jason D. Renwick, Fernando J. Marianno, Conrad M. Albrecht, Hendrik F. Hamann

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

PAIRS: A scalable geo-spatial data analytics platform.

Levente J. Klein, Fernando J. Marianno, Conrad M. Albrecht, Marcus Freitag, Siyuan Lu, Nigel Hinds, Xiaoyan Shao, Sergio Bermudez Rodriguez, Hendrik F. Hamann

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2010

A tele-operative RMMT system facilitating the management of cooling and energy in data centers.

Yu Zhou, Xionghui Lu, Xu Zhong, Levente J. Klein, Michael A. Schappert, Hendrik F. Hamann

Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

2004

Spin-Based Quantum Dot Quantum Computing in Silicon.

Mark A. Eriksson, Mark Friesen, Susan N. Coppersmith, Robert Joynt, Levente J. Klein, Keith Slinker, Charles Tahan, P. M. Mooney, Jack O. Chu, S. J. Koester

Quantum Inf. Process., 2004