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ORCIDDiego G. Loyola
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Books and Theses
- 2013
[b1]Diego Guillermo Loyola Rodriguez:
Methodologies for solving Satellite Remote Sensing Problems using Neuro Computing Techniques. Technical University Munich, Verlag Dr. Hut 2013
Journal Articles
- 2022
- [j19]Farouk Lemmouchi, Juan Cuesta
, Maxim Eremenko, Claude Derognat, Guillaume Siour, Gaëlle Dufour, Pasquale Sellitto, Solène Turquety, Dung Tran, Xiong Liu, Peter Zoogman, Ronny Lutz, Diego G. Loyola:
Three-Dimensional Distribution of Biomass Burning Aerosols from Australian Wildfires Observed by TROPOMI Satellite Observations. Remote. Sens. 14(11): 2582 (2022) - [j18]Lanlan Rao, Jian Xu, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu:
Aerosol Parameters Retrieval From TROPOMI/S5P Using Physics-Based Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6473-6484 (2022) - 2021
- [j17]Lanlan Rao, Jian Xu, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu:
Optimization of Aerosol Model Selection for TROPOMI/S5P. Remote. Sens. 13(13): 2489 (2021) - [j16]Adrian Doicu, Alexandru Doicu, Dmitry S. Efremenko, Diego G. Loyola, Thomas Trautmann:
An Overview of Neural Network Methods for Predicting Uncertainty in Atmospheric Remote Sensing. Remote. Sens. 13(24): 5061 (2021) - 2020
- [j15]Sruthy Sasi, Vijay Natraj, Víctor Molina García, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu:
Model Selection in Atmospheric Remote Sensing with Application to Aerosol Retrieval from DSCOVR/EPIC. Part 2: Numerical Analysis. Remote. Sens. 12(21): 3656 (2020) - [j14]Sruthy Sasi, Vijay Natraj, Víctor Molina García, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu:
Model Selection in Atmospheric Remote Sensing with an Application to Aerosol Retrieval from DSCOVR/EPIC, Part 1: Theory. Remote. Sens. 12(22): 3724 (2020) - 2019
- [j13]Víctor Molina García, Sruthy Sasi, Dmitry S. Efremenko, Diego G. Loyola:
Improvement of EPIC/DSCOVR Image Registration by Means of Automatic Coastline Detection. Remote. Sens. 11(15): 1747 (2019) - 2017
- [j12]Jian Xu, Olena Schuessler, Diego Guillermo Loyola Rodriguez, Fabian Romahn, Adrian Doicu:
A Novel Ozone Profile Shape Retrieval Using Full-Physics Inverse Learning Machine (FP-ILM). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(12): 5442-5457 (2017) - 2016
- [j11]Diego Guillermo Loyola Rodriguez, Mattia Pedergnana, Sebastian Gimeno-Garcia:
Smart sampling and incremental function learning for very large high dimensional data. Neural Networks 78: 75-87 (2016) - 2014
- [j10]Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu, Robert J. D. Spurr:
Multi-core-CPU and GPU-accelerated radiative transfer models based on the discrete ordinate method. Comput. Phys. Commun. 185(12): 3079-3089 (2014) - [j9]Olena Schuessler, Diego Guillermo Loyola Rodriguez, Adrian Doicu, Robert J. D. Spurr:
Information Content in the Oxygen $A$ -Band for the Retrieval of Macrophysical Cloud Parameters. IEEE Trans. Geosci. Remote. Sens. 52(6): 3246-3255 (2014) - 2012
- [j8]Diego G. Loyola, Melanie Coldewey-Egbers:
Multi-sensor data merging with stacked neural networks for the creation of satellite long-term climate data records. EURASIP J. Adv. Signal Process. 2012: 91 (2012) - 2009
- [j7]Diego G. Loyola, Ernest Hilsenrath, Jeffrey S. Reid, Geir Braathen:
Introduction to the Issue on Fostering Applications of Earth Observations of the Atmosphere. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2(3): 142-143 (2009) - [j6]Meike Rix, Pieter Valks, Nan Hao, Jos van Geffen, Catherine Clerbaux, Lieven Clarisse, Pierre-François Coheur, Diego G. Loyola, Thilo Erbertseder, Walter Zimmer, Sunil Emmadi:
Satellite Monitoring of Volcanic Sulfur Dioxide Emissions for Early Warning of Volcanic Hazards. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2(3): 196-206 (2009) - [j5]Torsten Heinen, Stephan Kiemle, Bernhard Buckl, Eberhard Mikusch, Diego G. Loyola:
The Geospatial Service Infrastructure for DLR's National Remote Sensing Data Library. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2(4): 260-269 (2009) - [j4]Diego G. Loyola, Ernest Hilsenrath, Jeffrey S. Reid, Geir Braathen:
Introduction to the Issue on Fostering Applications of Earth Observations of the Atmosphere - Part II. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2(4): 270 (2009) - 2007
- [j3]Diego Guillermo Loyola Rodriguez, Werner Thomas, Yakov Livschitz, Thomas Ruppert, Peter Albert, Rainer Hollmann:
Cloud Properties Derived From GOME/ERS-2 Backscatter Data for Trace Gas Retrieval. IEEE Trans. Geosci. Remote. Sens. 45(9): 2747-2758 (2007) - 2006
- [j2]Diego G. Loyola:
Applications of neural network methods to the processing of earth observation satellite data. Neural Networks 19(2): 168-177 (2006) - [j1]Diego G. Loyola:
Erratum to "Applications of neural network methods to the processing of earth observation satellite data" [Neural Netw. (2) (2006) 168-177]. Neural Networks 19(6-7): 975 (2006)
Conference and Workshop Papers
- 2021
- [c10]Nicolas Theys, Hugues Brenot, Isabelle De Smedt, Christophe Lerot, Pascal Hedelt, Diego G. Loyola, Jonas Vlietinck, Huan Yu, Benoît Smets, François Kervyn, Julien Barrière, Adrien Oth, Nicolas d'Oreye, Michel Van Roozendael:
Global Monitoring of Volcanic SO2 Degassing Using Sentinel-5 Precursor Tropomi. IGARSS 2021: 1911-1914 - 2018
- [c9]Javier Vaquero-Martínez, Manuel Antón, José Pablo Ortiz de Galisteo, Victoria Eugenia Cachorro, Pablo Alvarez Zapatero, Roberto Román, Diego G. Loyola, Maria João Costa, Huiquin Wang, Gonzalo Gonzalez Abad, Stefan Noël:
Validation of Atmospheric Water Vapor from Several Satellite Instruments Using GPS Measurements at Spanish Stations Under Cloud-Free Conditions. IGARSS 2018: 1176-1179 - [c8]Vijay Natraj, Jonathan H. Jiang, Adrian Doicu, Diego G. Loyola, Pushkar Kopparla, Yuk L. Yung:
Aerosol Retrievals from DSCOVR Measurements. IGARSS 2018: 6026-6028 - 2016
- [c7]Jian Xu, Franz Schreier, Diego G. Loyola, Olena Schuessler, Adrian Doicu, Thomas Trautmann:
Monitoring ozone in different spectral regimes from space and balloon (Sentinel-4/-5P, TELIS). IGARSS 2016: 360-363 - 2011
- [c6]Olena Schuessler, Diego G. Loyola:
Parallel Training of Artificial Neural Networks Using Multithreaded and Multicore CPUs. ICANNGA (1) 2011: 70-79 - 2008
- [c5]Diego G. Loyola:
Climatology databases using neural networks: Application to global temperature profiles. IJCNN 2008: 3247-3252 - 2005
- [c4]Diego G. Loyola:
Applications of neural network methods to the processing of Earth observation satellite data. IJCNN 2005: 1704-1709 - 2004
- [c3]Diego G. Loyola:
Using neural network ensembles for the operational retrieval of ozone total columns. IGARSS 2004: 1041-1044 - [c2]Diego G. Loyola:
Automatic cloud analysis from polar-orbiting satellites using neural network and data fusion techniques. IGARSS 2004: 2530-2533 - 1991
- [c1]Diego G. Loyola:
Extending Execution Trees for Debugging and Animation in Logic Programming. PLILP 1991: 419-420
Coauthor Index
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