Alexander W. Jacob

According to our database, Alexander W. Jacob authored at least 21 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing Seasonal Climate Forecasting for the Alpine Region Through Machine Learning Statistical Downscaling.

Suriyah Dhinakaran, Alice Crespi, Alexander W. Jacob, Edzer J. Pebesma

Proceedings of the IGARSS 2024, 2024

Interpreting Image Super-Resolution in Artificial Neural Networks from Global and Local Views.

Xiaochen Liu, Alexander W. Jacob, Wei Song, Antonio Liotta

Proceedings of the Fifth International Conference on Intelligent Data Science Technologies and Applications, 2024

A Hybrid Surrogate Deep Learning Model for Actual Evapotranspiration Prediction.

Amir Aieb, Alexander W. Jacob, Antonio Liotta, Muhammad Usman Liaqat

Proceedings of the Fifth International Conference on Intelligent Data Science Technologies and Applications, 2024

2023

MOOC EOODS - Massive Open Online Course for Earth Observation and Open Data Science: A Course to Educate the Next Generation PF EO Researchers in Data Cubes, Cloud Platforms, and Open Science.

Peter Zellner, Robert Eckardt, Stephan Meissl, Tyna Dolezalova, Jonas Eberle, Michele Claus, Mattia Callegari, Alexander W. Jacob, Anca Anghelea

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Introduction to the OGC Geodatacube Standard Working Group.

Alexander W. Jacob, Miruna Stoicescu, Ryan Ahola, Peter Zellner, Richard Conway, Claudio Iacopino, Ingo Simonis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Openeo Platform - Federated Data Access and Processing Using Open and Commercial Earth Observation Data.

Alexander W. Jacob, Jeroen Dries, Edzer J. Pebesma, Benjamin Schumacher, Daniel Thiex, Michele Claus, Basil Tufail, Valeria Ardizzone, Matthias Mohr, Christian Briese, Patrick Griffiths

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

SAR2Cube - An Open Framework for an Efficient Setup of SAR Imagery in Analysis Ready Data Cubes.

Michele Claus, Alexander W. Jacob, Giuseppe Centolanza, Juan M. Lopez-Sanchez

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Drought in Northern Italy: Long Earth Observation Time Series Reveal Snow Line Elevation to Be Several Hundred Meters Above Long-Term Average in 2022.

Jonas Köhler, Andreas J. Dietz, Peter Zellner, Celia A. Baumhoer, Mariel Dirscherl, Luca Cattani, Ziva Vlahovic, Mohammad Hussein Alasawedah, Konrad Mayer, Klaus Haslinger, Giacomo Bertoldi, Alexander W. Jacob, Claudia Kuenzer

Remote. Sens., December, 2022

On the Use of COSMO-SkyMed X-Band SAR for Estimating Snow Water Equivalent in Alpine Areas: A Retrieval Approach Based on Machine Learning and Snow Models.

Emanuele Santi, Ludovica De Gregorio, Simone Pettinato, Giovanni Cuozzo, Alexander W. Jacob, Claudia Notarnicola, Daniel Günther, Ulrich Strasser, Francesca Cigna, Deodato Tapete, Simonetta Paloscia

IEEE Trans. Geosci. Remote. Sens., 2022

2021

The openEO API-Harmonising the Use of Earth Observation Cloud Services Using Virtual Data Cube Functionalities.

Matthias Schramm, Edzer J. Pebesma, Milutin Milenkovic, Luca Foresta, Jeroen Dries, Alexander W. Jacob, Wolfgang Wagner, Matthias Mohr, Markus Neteler, Miha Kadunc, Tomasz Miksa, Pieter Kempeneers, Jan Verbesselt, Bernhard Gößwein, Claudio Navacchi, Stefaan Lippens, Johannes Reiche

Remote. Sens., 2021

2020

Time-Series of Sentinel-1 Interferometric Coherence and Backscatter for Crop-Type Mapping.

Alejandro Mestre-Quereda, Juan M. Lopez-Sanchez, Fernando Vicente-Guijalba, Alexander W. Jacob, Marcus E. Engdahl

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers.

Alexander W. Jacob, Claudia Notarnicola, Gopika Suresh, Oleg Antropov, Shaojia Ge, Jaan Praks, Yifang Ban, Eric Pottier, Jordi J. Mallorquí, Javier Duro, Marcus E. Engdahl, Fernando Vicente-Guijalba, Carlos López-Martínez, Juan M. Lopez-Sanchez, Marius Litzinger, Harald Kristen, Alejandro Mestre-Quereda, Dariusz Ziolkowski, Marco Lavalle

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Daily MODIS Snow Cover Maps for the European Alps from 2002 onwards at 250 m Horizontal Resolution Along with a Nearly Cloud-Free Version.

Michael Matiu, Alexander W. Jacob, Claudia Notarnicola

Data, 2020

2018

Relationship between Spatiotemporal Variations of Climate, Snow Cover and Plant Phenology over the Alps - An Earth Observation-Based Analysis.

Sarah Asam, Mattia Callegari, Michael Matiu, Giuseppe Fiore, Ludovica De Gregorio, Alexander W. Jacob, Annette Menzel, Marc Zebisch, Claudia Notarnicola

Remote. Sens., 2018

Sincohmap: Land-Cover and Vegetation Mapping Using Multi-Temporal Sentinel-1 Interferometric Coherence.

Fernando Vicente-Guijalba, Alexander W. Jacob, Juan M. Lopez-Sanchez, Carlos López-Martínez, Javier Duro, Claudia Notarnicola, Dariusz Ziolkowski, Alejandro Mestre-Quereda, Eric Pottier, Jordi J. Mallorquí, Marco Lavalle, Marcus E. Engdahl

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Assessing hypertemporal SENTINEL-1 COHERENCE maps for LAND COVER monitoring.

Fernando Vicente-Guijalba, Javier Duro, Claudia Notarnicola, Alexander W. Jacob, Ruth Sonnenschein, Jordi J. Mallorquí, Carlos López-Martínez, Dariusz Ziolkowski, Agata Hoscilo, Katarzyna Dabrowska-Zielinska, Zbigniew Bochenek, Eric Pottier, Marco Lavalle, Juan Manuel López-Sánchez, Marcus E. Engdahl

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Mountain crop monitoring with multitemporal Sentinel-1 and Sentinel-2 imagery.

Claudia Notarnicola, Sarah Asam, Alexander W. Jacob, Carlo Marin, Mauro Rossi, Laura Stendardi

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Spatiotemporal variations of alpine climate, snow cover and phenology.

Sarah Asam, Mattia Callegari, Ludovica De Gregorio, Alexander W. Jacob, Claudia Notarnicola, Marc Zebisch, Michael Matiu, Annette Menzel, Giuseppe Fiore

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

2015

Sentinel-1A SAR data for global urban mapping: Preliminary results.

Alexander W. Jacob, Yifang Ban

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Urban land cover mapping with TerraSAR-X using an edge-aware region-growing and merging algorithm.

Alexander W. Jacob, Yifang Ban

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping.

Yifang Ban, Alexander W. Jacob

IEEE Trans. Geosci. Remote. Sens., 2013