Christian Requena-Mesa

13 papers A* 1C 1Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Generating Physically-Consistent Satellite Imagery for Climate Visualizations. IEEE Trans. Geosci. Remote. Sens. Björn Lütjens, Brandon Leshchinskiy, Océane Boulais, Farrukh Chishtie, Natalia Díaz Rodríguez, Margaux Masson-Forsythe, Ana Mata-Payerro, Christian Requena-Mesa, Aruna Sankaranarayanan, Aaron Piña, Yarin Gal, Chedy Raïssi, Alexander Lavin, Dava J. Newman
2024	A*	`conf`	Multi-Modal Learning for Geospatial Vegetation Forecasting. CVPR Vitus Benson, Claire Robin, Christian Requena-Mesa, Lázaro Alonso, Nuno Carvalhais, José Cortés, Zhihan Gao, Nora Linscheid, Mélanie Weynants, Markus Reichstein
2023	J	`jnl`	Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction. CoRR Vitus Benson, Christian Requena-Mesa, Claire Robin, Lázaro Alonso, José Cortés, Zhihan Gao, Nora Linscheid, Mélanie Weynants, Markus Reichstein
2022	J	`jnl`	Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs. CoRR Claire Robin, Christian Requena-Mesa, Vitus Benson, Lázaro Alonso, Jeran Poehls, Nuno Carvalhais, Markus Reichstein
2021	—	`conf`	EarthNet2021: A Large-Scale Dataset and Challenge for Earth Surface Forecasting as a Guided Video Prediction Task. CVPR Workshops Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler
2021	J	`jnl`	EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. CoRR Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler
2021	J	`jnl`	Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization. CoRR Björn Lütjens, Brandon Leshchinskiy, Christian Requena-Mesa, Farrukh Chishtie, Natalia Díaz Rodríguez, Océane Boulais, Aruna Sankaranarayanan, Aaron Piña, Yarin Gal, Chedy Raïssi, Alexander Lavin, Dava J. Newman
2020	J	`jnl`	EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts. CoRR Christian Requena-Mesa, Vitus Benson, Joachim Denzler, Jakob Runge, Markus Reichstein
2020	J	`jnl`	Physics-informed GANs for Coastal Flood Visualization. CoRR Björn Lütjens, Brandon Leshchinskiy, Christian Requena-Mesa, Farrukh Chishtie, Natalia Díaz Rodríguez, Océane Boulais, Aaron Piña, Dava J. Newman, Alexander Lavin, Yarin Gal, Chedy Raïssi
2019	J	`jnl`	Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks. Frontiers Big Data Basil Kraft, Martin Jung, Marco Körner, Christian Requena-Mesa, José Cortés, Markus Reichstein
2019	—	`conf`	Predicting Landscapes from Environmental Conditions Using Generative Networks. GCPR Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, Joachim Denzler
2019	J	`jnl`	Predicting Landscapes from Environmental Conditions Using Generative Networks. CoRR Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, Joachim Denzler
2018	C	`conf`	Predicting Landscapes as Seen from Space from Environmental Conditions. IGARSS Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, Joachim Denzler