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Nuno Carvalhais
Person information
- affiliation: Max Planck Institute for Biogeochemistry, Jena, Germany
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2020 – today
- 2024
- [i5]Kai-Hendrik Cohrs, Gherardo Varando, Nuno Carvalhais, Markus Reichstein, Gustau Camps-Valls:
Double machine learning for causal hybrid modeling - applications in the Earth sciences. CoRR abs/2402.13332 (2024) - 2023
- [c4]Henrik Voigt, Nuno Carvalhais, Monique Meuschke, Markus Reichstein, Sina Zarrieß, Kai Lawonn:
VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog. EMNLP (Demos) 2023: 70-81 - [i4]Ilektra Karasante, Lázaro Alonso, Ioannis Prapas, Akanksha Ahuja, Nuno Carvalhais, Ioannis Papoutsis:
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics. CoRR abs/2312.07199 (2023) - 2022
- [j5]Çaglar Küçük
, Sujan Koirala, Nuno Carvalhais, Diego G. Miralles, Markus Reichstein
, Martin Jung:
Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa. Frontiers Big Data 5 (2022) - [i3]Claire Robin, Christian Requena-Mesa, Vitus Benson, Lázaro Alonso, Jeran Poehls, Nuno Carvalhais, Markus Reichstein:
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs. CoRR abs/2210.13648 (2022) - [i2]Ioannis Prapas, Akanksha Ahuja, Spyros Kondylatos, Ilektra Karasante, Eleanna Panagiotou, Lázaro Alonso, Charalampos Davalas
, Dimitrios Michail, Nuno Carvalhais, Ioannis Papoutsis:
Deep Learning for Global Wildfire Forecasting. CoRR abs/2211.00534 (2022) - 2021
- [i1]Ioannis Prapas, Spyros Kondylatos, Ioannis Papoutsis, Gustau Camps-Valls, Michele Ronco, Miguel-Ángel Fernández-Torres, Maria Piles Guillem, Nuno Carvalhais:
Deep Learning Methods for Daily Wildfire Danger Forecasting. CoRR abs/2111.02736 (2021)
2010 – 2019
- 2019
- [j4]Pedro Rodríguez-Veiga
, Shaun Quegan, João Manuel de Brito Carreiras, Henrik J. Persson
, Johan E. S. Fransson, Agata Hoscilo
, Dariusz Ziolkowski
, Krzysztof Sterenczak
, Sandra Lohberger
, Matthias Stängel, Anna Berninger, Florian Siegert, Valerio Avitabile, Martin Herold
, Stéphane Mérmoz
, Alexandre Bouvet
, Thuy Le Toan, Nuno Carvalhais
, Heiko Balzter
:
Forest biomass retrieval approaches from earth observation in different biomes. Int. J. Appl. Earth Obs. Geoinformation 77: 53-68 (2019) - [j3]Markus Reichstein
, Gustau Camps-Valls
, Bjorn Stevens
, Martin Jung, Joachim Denzler, Nuno Carvalhais
, Prabhat:
Deep learning and process understanding for data-driven Earth system science. Nat. 566(7743): 195-204 (2019) - 2018
- [c3]Javier Pacheco-Labrador
, Nuno Carvalhais
, Óscar Pérez-Priego, Tarek S. El-Madany, Micol Rossini
, Tommaso Julitta
, Gerardo Moreno
, Rosario González-Cascón
, María Pilar Martín
, Markus Reichstein
, Arnaud Carrara
, Luis Guanter, Mirco Migliavacca:
Assessing the Use of Multiple Constraints and Ancillary Data to Support Scope Model Inversion in a Experimental Grassland. IGARSS 2018: 5975-5978 - [c2]Markus Reichstein
, Simon Besnard, Nuno Carvalhais
, Fabian Gans, Martin Jung, Basil Kraft, Miguel D. Mahecha
:
Modelling Landsurface Time-Series with Recurrent Neural Nets. IGARSS 2018: 7640-7643 - 2014
- [j2]Christopher S. R. Neigh
, Douglas K. Bolton, Mouhamad Diabate, Jennifer J. Williams, Nuno Carvalhais
:
An Automated Approach to Map the History of Forest Disturbance from Insect Mortality and Harvest with Landsat Time-Series Data. Remote. Sens. 6(4): 2782-2808 (2014) - 2013
- [j1]Matthias Forkel
, Nuno Carvalhais
, Jan Verbesselt
, Miguel D. Mahecha
, Christopher S. R. Neigh
, Markus Reichstein
:
Trend Change Detection in NDVI Time Series: Effects of Inter-Annual Variability and Methodology. Remote. Sens. 5(5): 2113-2144 (2013)
2000 – 2009
- 2003
- [c1]Paulo Lopes, Pedro Lourenço, Nuno Carvalhais, Júlia Seixas
:
MODIS land cover product validation in the Iberian Peninsula. IGARSS 2003: 1733-1735
Coauthor Index
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last updated on 2024-05-08 21:02 CEST by the dblp team
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