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Lazaro Alonso
Lazaro Alonso
Max-Planck-Institut für Biogeochemie
Dirección de correo verificada de bgc-jena.mpg.de - Página principal
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Identifying network structure similarity using spectral graph theory
R Gera, L Alonso, B Crawford, J House, JA Mendez-Bermudez, T Knuth, ...
Applied network science 3, 1-15, 2018
682018
Weighted random-geometric and random-rectangular graphs: Spectral and eigenfunction properties of the adjacency matrix
L Alonso, JA Mendez-Bermudez, A Gonzalez-Melendrez, Y Moreno
Journal of Complex Networks 6 (5), 753-766, 2018
232018
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs
C Robin, C Requena-Mesa, V Benson, L Alonso, J Poehls, N Carvalhais, ...
arXiv preprint arXiv:2210.13648, 2022
132022
Deep learning for global wildfire forecasting
I Prapas, A Ahuja, S Kondylatos, I Karasante, E Panagiotou, L Alonso, ...
arXiv preprint arXiv:2211.00534, 2022
122022
Geometrical and spectral study of -skeleton graphs
L Alonso, JA Méndez-Bermúdez, E Estrada
Physical Review E 100 (6), 062309, 2019
102019
Multi-modal learning for geospatial vegetation forecasting
V Benson, C Robin, C Requena-Mesa, L Alonso, N Carvalhais, J Cortés, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
92024
Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction
V Benson, C Requena Mesa, C Robin, L Alonso, J Cortés, Z Gao, ...
92023
Joint probability distributions for projection probabilities of random orthonormal states
L Alonso, T Gorin
Journal of Physics A: Mathematical and Theoretical 49 (14), 145004, 2016
82016
SeasFire Cube: A Global Dataset for Seasonal Fire Modeling in the Earth System
L Alonso, F Gans, I Karasante, A Ahuja, I Prapas, S Kondylatos, ...
Zenodo: Geneva, Switzerland, 2022
52022
Julia Data Science
J Storopoli, R Huijzer, L Alonso
42021
Perspectives for analyzing non-linear photo-ionization spectra with deep neural networks trained with synthetic Hamilton matrices
SK Giri, L Alonso, U Saalmann, JM Rost
Faraday Discussions 228, 502-518, 2021
42021
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics
I Karasante, L Alonso, I Prapas, A Ahuja, N Carvalhais, I Papoutsis
arXiv preprint arXiv:2312.07199, 2023
32023
Toward robust parameterizations in ecosystem‐level photosynthesis models
S Bao, L Alonso, S Wang, J Gensheimer, R De, N Carvalhais
Journal of Advances in Modeling Earth Systems 15 (8), e2022MS003464, 2023
32023
Integration of a Deep‐Learning‐Based Fire Model Into a Global Land Surface Model
R Son, T Stacke, V Gayler, JEMS Nabel, R Schnur, L Alonso, ...
Journal of Advances in Modeling Earth Systems 16 (1), e2023MS003710, 2024
22024
Scattering approach to fidelity and fidelity recovery
T Gorin, L Alonso, PC López Vázquez
AIP Conference Proceedings 1579 (1), 11-20, 2014
22014
Eigenvalue determination for mixed quantum states using overlap statistics
L Alonso, D Bermudez, T Gorin
arXiv preprint arXiv:1808.00019, 2018
12018
SpectralIndices. jl: Streamlining spectral indices access and computation for Earth system research
F Martinuzzi, MD Mahecha, D Montero, L Alonso, K Mora
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2024
2024
Hybrid Modelling: Bridging Neural Networks and Physics-Based Approaches in Terrestrial Biogeochemical Ecosystems
L Alonso, S Koirala, N Carvalhais, F Gans, B Ahrens, F Cremer, T Wutzler, ...
EGU General Assembly Conference Abstracts, 16513, 2024
2024
Downscaling Soil Moisture with Simple Machine Learning Ensembles
J Poehls, L Alonso, S Koirala, N Carvalhais, M Reichstein
EGU24, 2024
2024
Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation
C Robin, V Benson, C Requena-Mesa, L Alonso, J Poehls, M Russwurm, ...
EGU24, 2024
2024
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