Publications - DATABIO Data-driven Bioeconomy

DataBio publications (all open access)

Year	Title	Authors
2020	Genomic Selection for Optimum Index with Dry Biomass Yield, Dry Mass Fraction of Fresh Material, and Plant Height in Biomass Sorghum	Ephrem Habyarimana et al.
2019	Genome-wide association mapping of total antioxidant capacity, phenols, tannins, and flavonoids in a panel of Sorghum bicolor and S. bicolor × S. halepense populations using multi-locus models	Ephrem Habyarimana; Michela Dall’Agata; Paolo De Franceschi; Faheem S. Baloch
2019	Global atlas of AIS-based fishing activity	Jose A. Fernandes et al.
2019	Enterprise Architecture modelling with ArchiMate	Kaïs Chaabouni, Alessandra Bagnato, Ståle Walderhaug, Arne J. Berre, Caj Södergård, Andrey Sadovykh
2019	Exploitation of calculated local temperature topography variations – a case study in Kenya	Karel Jedlicka, Pavel Hajek, Karel Charvat, Jiri Vales
2019	Towards Predictive Modeling of Sorghum Biomass Yields Using Fraction of Absorbed Photosynthetically Active Radiation Derived from Sentinel-2 Satellite Imagery and Supervised Machine Learning Techniques	Habyarimana E , Piccard I, Catellani M, De Franceschi P, Dall’Agata M.
2019	Finnish model for utilizing the forest resource data – The background, implementation and future for Metsään.fi webpages	Virpi Stenman et al.
2019	Standalone software for for detecting changes in SAR and optical images	Behnaz Pirzamanbein, Allan A. Nielsen
2019	Cloud based spatio-temporal analysis of change in sequences of Sentinel images	Allan A. Nielsen, Morton J. Canty, Henning Skriver, Knut Conradsen
2019	Change Detection Software for SAR and Optical Images	Behnaz Pirzamanbein, A. Nielsen
2019	Generation of Sample Complex Wishart Distributed Matrices and Change Detection in Polarimetric SAR Data	Allan A. Nielsen, Henning Skriver, Knut Conradsen
2019	Genomic Selection for Antioxidant Production in a Panel of Sorghum bicolor and S. bicolor × S. halepense Lines	Habyarimana E, Lopez-Cruz M
2018	Open Data, VGI and Citizen Observatories INSPIRE Hackathon	Karel Charvat, Bente Lilja Bye, Tomas Mildorf, Arne J. Berre, Karel Jedlicka
2018	Vector Based Web Visualization of Geospatial Big Data	Florian Zouhar
2018	Visualisation of Big Data in Agriculture and Rural Development	Karel JEDLIČKA, Karel CHARVÁT
2018	Advanced Visualisation of Big Data for Agriculture as Part of DataBio Development	Karel Charvat, Tomas Reznik, Vojtech Lukas, Karel Charvat jr., Karel Jedlicka, Raul Palma, Raitis Berzins
2018	Sensor-based Database with SensLog: A Case Study of SQL to NoSQL Migration	Prasoon Dadhich; Andrey Sadovykh; Alessandra Bagnato; Michal Kepka; Ondřej Kaas, Karel Charvát
2018	Publication and analysis of geodata using modern web technologies	Michal Kepka
2017	Disaster Risk Reduction in Agriculture through Geospatial (Big) Data Processing	Tomáš Řezník, Vojtěch Lukas, Karel Charvát, Karel Charvát jr., Michal Kepka, Lukáš Herman, Helena Řezníková
2017	Big Data in Agriculture – From FOODIE towards Data Bio	Karel Charvat, Tomas Reznik , Vojtech Lukas, Sarka Horakova, Karel Charvat Jr., Michal Kepka, Marek Splichal, Simon Leitgeb, Jan Shanel, Karel Jedlicka, Jaroslav Smejkal
2017	Spatio-temporal analysis of change with Sentinel imagery on the Google Earth Engine	Morton J. Canty, Allan A. Nielsen

The following publications are based on the DataBio results (no DataBio resources were spent to write these publications)

Year	Title	Authors
2019	Monitoring ArchiMate Models for DataBio Project	Kaïs Chaabouni, Alessandra Bagnato, Antonio García-Domínguez
2019	Early Within-Season Yield Prediction and Disease Detection Using Sentinel Satellite Imageries and Machine Learning Technologies in Biomass Sorghum	Habyarimana E, Piccard I, Zinke-Wehlmann C, Franceschi PD, Catellani M, Dall’Agata M
2019	Early within-season foliar diseases detection and yield prediction using Sentinel-2 satellite constellation imageries and machine learning technologies in biomass sorghum	Ephrem Habyarimana, Isabelle Piccard, Christian Zinke-Wehlmann, Paolo De Franceschi, Marcello Catellani
2019	Web-Based Visualization of Big Geospatial Vector Data	Florian Zouhar, Ivo Senner
2019	The Loewner Order and Direction of Detected Change in Sentinel-1 and Radarsat-2 Data	Allan A. Nielsen, Henning Skriver, Knut Conradsen
2019	Fast matrix based computation of eigenvalues and the Loewner order in PolSAR data	Allan A.Nielsen
2017	The SensLog Platform – A Solution for Sensors and Citizen Observatories	Michal Kepka, Karel Charvát, Marek Šplíchal, Zbyněk Křivánek, Marek Musil, Šimon Leitgeb, Dmitrij Kožuch, Raitis Bērziņš
2017	Open Farm Management Information System Supporting Ecological and Economical Tasks	Tomas Reznik, Karel Charvat, Vojtech Lukas, Karel Charvat jr., Michal Kepka, Sarka Horakova, Zbynek Krivanek, Helena Reznikova
2017	Visualization of and software for omnibus test based change detected in a time series of polarimetric SAR data	Allan A. Nielsen, Knut Conradsen, Henning Skriver, Morton J. Canty
2017	Change detection in multi-temporal dual polarization Sentinel-1 data	Allan A. Nielsen, Morton J. Canty, Henning Skriver and Knut Conradsen
2017	Change detection in a series of Sentinel-1 SAR data	Allan A. Nielsen, Knut Conradsen, Henning Skriver, Morton J. Canty