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Table of Contents
Environmental Software Systems. Data Science in Action
Ioannis N. Athanasiadis, Steven P. Frysinger, Gerald Schimak, Willem Jan Knibbe
Front Matter
Unsupervised Learning of Robust Representations for Change Detection on Sentinel-2 Earth Observation Images
Michelle Aubrun, Andres Troya-Galvis, Mohanad Albughdadi, Romain Hugues, Marc Spigai
1-6
Dietary Intake Assessment: From Traditional Paper-Pencil Questionnaires to Technology-Based Tools
Elske M. Brouwer-Brolsma, Desiree Lucassen, Marielle G. de Rijk, Anne Slotegraaf, Corine Perenboom, Karin Borgonjen, Els Siebelink, Edith J M Feskens, Jeanne H. M. de Vries
7-23
Computational Infrastructure of SoilGrids 2.0
Luís Sousa, Laura Poggio, Gwen Dawes, Bas Kempen, Rik Bosch
24-31
Defining and Classifying Infrastructural Contestation: Towards a Synergy Between Anthropology and Data Science
Christos Giovanopoulos, Yannis Kallianos, Ioannis Athanasiadis, Dimitris Dalakoglou
32-47
Automated Processing of Sentinel-2 Products for Time-Series Analysis in Grassland Monitoring
Tom Hardy, Marston Franceschini, Lammert Kooistra, Marcello Novani, Sebastiaan Richter
48-56
CLARITY Screening Service for Climate Hazards, Impacts and Effects of the Adaptation Options
Denis Havlik, Gerald Schimak, Patrick Kaleta, Pascal Dihé, Mattia Leone
57-71
Diet Modelling: Combining Mathematical Programming Models with Data-Driven Methods
Ante Ivancic, Argyris Kanellopoulos, Johanna Geleijnse
72-80
AGINFRA PLUS: Running Crop Simulations on the D4Science Distributed e-Infrastructure
M. Knapen, Rob Lokers, Leonardo Candela, Sander Janssen
81-89
Redefining Agricultural Insurance Services Using Earth Observation Data. The Case of Beacon Project
Emmanuel Lekakis, Stylianos Kotsopoulos, Gregory Mygdakos, Agathoklis Dimitrakos, Ifigeneia-Maria Tsioutsia, Polimachi Simeonidou
90-101
Producing Mid-Season Nitrogen Application Maps for Arable Crops, by Combining Sentinel-2 Satellite Images and Agrometeorological Data in a Decision Support System for Farmers. The Case of NITREOS
Emmanuel Lekakis, Dimitra Perperidou, Stylianos Kotsopoulos, Polimachi Simeonidou
102-114
Using Virtual Research Environments in Agro-Environmental Research
Rob Lokers, M. Knapen, Leonardo Candela, Steven Hoek, Wouter Meijninger
115-121
Can We Use the Relationship Between Within-Field Elevation and NDVI as an Indicator of Drought-Stress?
Bernardo Maestrini, Matthijs Brouwer, Thomas Been, Lambertus Lotz
122-131
Predicting Nitrogen Excretion of Dairy Cattle with Machine Learning
Herman Mollenhorst, Yamine Bouzembrak, Michel Haan, Hans Marvin, Roel Veerkamp, Claudia Kamphuis
132-138
Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases
Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje Osinga, Ioannis Athanasiadis
139-150
Quantifying Uncertainty for Estimates Derived from Error Matrices in Land Cover Mapping Applications: The Case for a Bayesian Approach
Jordan Phillipson, Gordon Blair, Peter Henrys
151-164
Machine Learning Algorithms for Food Intelligence: Towards a Method for More Accurate Predictions
Ioanna Polychronou, Panagis Katsivelis, Mihalis Papakonstantinou, Giannis Stoitsis, Nikos Manouselis
165-172
Interoperability of Solutions in a Crisis Management Environment Showcased in Trial-Austria
Gerald Schimak, Dražen Ignjatović, Erik Vullings, Maurice Sammels
173-187
ELFIE - The OGC Environmental Linked Features Interoperability Experiment
Kathi Schleidt, Michael O’grady, Sylvain Grellet, Abdelfettah Feliachi, Hylke Schaaf
188-193
Real-Time Visualization of Methane Emission at Commercial Dairy Farms
Dirkjan Schokker, Herman Mollenhorst, Gerrit Seigers, Yvette Haas, Roel Veerkamp, Claudia Kamphuis
194-200
Design of a Web-Service for Formal Descriptions of Domain-Specific Data
Jannik Sidler, Eric Braun, Thorsten Schlachter, Clemens Düpmeier, Veit Hagenmeyer
201-215
Models in the Cloud: Exploring Next Generation Environmental Software Systems
Will Simm, Gordon Blair, Richard Bassett, Faiza Samreen, Paul Young
216-227
An Environmental Sensor Data Suite Using the OGC SensorThings API
Hylke Schaaf, Jürgen Moßgraber, Sylvain Grellet, Mickaël Beaufils, Kathi Schleidt, Thomas Usländer
228-241
WISS a Java Continuous Simulation Framework for Agro-Ecological Modelling
D. Kraalingen, M. Knapen, A. Wit, H. Boogaard
242-248
Mathematical Estimation of Particulate Air Pollution Levels by Multi-angle Imaging
Or Vernik, Barak Fishbain
249-257
Interpolation of Data Measured by Field Harvesters: Deployment, Comparison and Verification
Tomáš Řezník, Lukáš Herman, Kateřina Trojanová, Tomáš Pavelka, Šimon Leitgeb
258-270

 


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