Ramakrishna R. Nemani
Orcid: 0000-0002-0883-1517
According to our database1,
Ramakrishna R. Nemani
authored at least 71 papers
between 1997 and 2023.
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Bibliography
2023
IEEE Trans. Neural Networks Learn. Syst., July, 2023
A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing.
IEEE Trans. Neural Networks Learn. Syst., July, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
A Novel Atmospheric Correction Algorithm to Exploit the Diurnal Variability in Hypertemporal Geostationary Observations.
Remote. Sens., 2022
Multisensor Machine Learning to Retrieve High Spatiotemporal Resolution Land Surface Temperature.
IEEE Access, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Evolutionary training of deep neural networks on heterogeneous computing environments.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
2021
Prototyping of LAI and FPAR Retrievals From GOES-16 Advanced Baseline Imager Data Using Global Optimizing Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
2020
An Introduction to the Geostationary-NASA Earth Exchange (GeoNEX) Products: 1. Top-of-Atmosphere Reflectance and Brightness Temperature.
Remote. Sens., 2020
Deep Neural Network Cloud-Type Classification (DeepCTC) Model and Its Application in Evaluating PERSIANN-CCS.
Remote. Sens., 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Multi-Scale Association between Vegetation Growth and Climate in India: A Wavelet Analysis Approach.
Remote. Sens., 2019
First Provisional Land Surface Reflectance Product from Geostationary Satellite Himawari-8 AHI.
Remote. Sens., 2019
Conditional Generative Adversarial Networks (cGANs) for Near Real-Time Precipitation Estimation from Multispectral GOES-16 Satellite Imageries - PERSIANN-cGAN.
Remote. Sens., 2019
Generation and Evaluation of LAI and FPAR Products from Himawari-8 Advanced Himawari Imager (AHI) Data.
Remote. Sens., 2019
DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image Classification.
CoRR, 2019
Deep Learning Emulation of Multi-Angle Implementation of Atmospheric Correction (MAIAC).
CoRR, 2019
Optical Flow for Intermediate Frame Interpolation of Multispectral Geostationary Satellite Data.
CoRR, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
2018
An Interplay between Photons, Canopy Structure, and Recollision Probability: A Review of the Spectral Invariants Theory of 3D Canopy Radiative Transfer Processes.
Remote. Sens., 2018
Remote. Sens., 2018
Neural Networks, 2018
Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018
Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
Exploring Subpixel Learning Algorithms for Estimating Global Land Cover Fractions from Satellite Data Using High Performance Computing.
Remote. Sens., 2017
Learning Sparse Feature Representations Using Probabilistic Quadtrees and Deep Belief Nets.
Neural Process. Lett., 2017
DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
2016
Evaluation of MODIS LAI/FPAR Product Collection 6. Part 2: Validation and Intercomparison.
Remote. Sens., 2016
Evaluation of MODIS LAI/FPAR Product Collection 6. Part 1: Consistency and Improvements.
Remote. Sens., 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
A Semiautomated Probabilistic Framework for Tree-Cover Delineation From 1-m NAIP Imagery Using a High-Performance Computing Architecture.
IEEE Trans. Geosci. Remote. Sens., 2015
A Trust-Powered Technique to Facilitate Scientific Tool Discovery and Recommendation.
Int. J. Web Serv. Res., 2015
Int. J. Bus. Process. Integr. Manag., 2015
Unconstrained Linear Spectral Mixture Models for Spatial Information Extraction: A Comparative Study.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
2014
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014
2013
The Variation of Land Surface Phenology From 1982 to 2006 Along the Appalachian Trail.
IEEE Trans. Geosci. Remote. Sens., 2013
Global Data Sets of Vegetation Leaf Area Index (LAI)3g and Fraction of Photosynthetically Active Radiation (FPAR)3g Derived from Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) for the Period 1981 to 2011.
Remote. Sens., 2013
Allometric Scaling and Resource Limitations Model of Tree Heights: Part 1. Model Optimization and Testing over Continental USA.
Remote. Sens., 2013
Remote. Sens., 2013
Allometric Scaling and Resource Limitations Model of Tree Heights: Part 2. Site Based Testing of the Model.
Remote. Sens., 2013
Bridging VisTrails Scientific Workflow Management System to High Performance Computing.
Proceedings of the IEEE Ninth World Congress on Services, 2013
A Technique of Analyzing Trust Relationships to Facilitate Scientific Service Discovery and Recommendation.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
2012
Satellite Irrigation Management Support With the Terrestrial Observation and Prediction System: A Framework for Integration of Satellite and Surface Observations to Support Improvements in Agricultural Water Resource Management.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
River Temperature Forecasting: A Coupled-Modeling Framework for Management of River Habitat.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Exploring Simple Algorithms for Estimating Gross Primary Production in Forested Areas from Satellite Data.
Remote. Sens., 2012
2010
A physically based approach in retrieving vegetation Leaf Area Index from Landsat surface reflectance data.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Development of a decision support system for monitoring, reporting and forecasting ecological conditions of the appalachian trail.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2006
Prediction of Continental-Scale Evapotranspiration by Combining MODIS and AmeriFlux Data Through Support Vector Machine.
IEEE Trans. Geosci. Remote. Sens., 2006
IEEE Trans. Geosci. Remote. Sens., 2006
Analysis of leaf area index and fraction of PAR absorbed by vegetation products from the terra MODIS sensor: 2000-2005.
IEEE Trans. Geosci. Remote. Sens., 2006
Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations.
IEEE Trans. Geosci. Remote. Sens., 2006
2005
A flexible, integrated system for generating meteorological surfaces derived from point sources across multiple geographic scales.
Environ. Model. Softw., 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2003
Development of an evapotranspiration index from Aqua/MODIS for monitoring surface moisture status.
IEEE Trans. Geosci. Remote. Sens., 2003
Proceedings of the ScanGIS'2003 - The 9th Scandinavian Research Conference on Geographical Information Science, 4-6 June 2003, Espoo, Finland, 2003
2002
Terrestrial Observation and Prediction System: integration of satellite and surface weather observations with ecosystem models.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Impact of urban sprawl on net primary productivity in the Southeastern United States.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
1998
The Moderate Resolution Imaging Spectroradiometer (MODIS): land remote sensing for global change research.
IEEE Trans. Geosci. Remote. Sens., 1998
1997
Estimation of global leaf area index and absorbed par using radiative transfer models.
IEEE Trans. Geosci. Remote. Sens., 1997