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ISESS 2020: Wageningen, The Netherlands
- Ioannis N. Athanasiadis, Steven P. Frysinger, Gerald Schimak, Willem-Jan Knibbe:
Environmental Software Systems. Data Science in Action - 13th IFIP WG 5.11 International Symposium, ISESS 2020, Wageningen, The Netherlands, February 5-7, 2020, Proceedings. IFIP Advances in Information and Communication Technology 554, Springer 2020, ISBN 978-3-030-39814-9 - Michelle Aubrun, Andres Troya-Galvis, Mohanad Albughdadi, Romain Hugues, Marc Spigai:
Unsupervised Learning of Robust Representations for Change Detection on Sentinel-2 Earth Observation Images. 1-6 - 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:
Dietary Intake Assessment: From Traditional Paper-Pencil Questionnaires to Technology-Based Tools. 7-23 - Luís Moreira de Sousa, Laura Poggio, Gwen Dawes, Bas Kempen, Rik van den Bosch:
Computational Infrastructure of SoilGrids 2.0. 24-31 - Christos Giovanopoulos, Yannis Kallianos, Ioannis N. Athanasiadis, Dimitris Dalakoglou:
Defining and Classifying Infrastructural Contestation: Towards a Synergy Between Anthropology and Data Science. 32-47 - Tom Hardy, Marston Héracles Domingues Franceschini, Lammert Kooistra, Marcello Novani, Sebastiaan Richter:
Automated Processing of Sentinel-2 Products for Time-Series Analysis in Grassland Monitoring. 48-56 - Denis Havlik, Gerald Schimak, Patrick Kaleta, Pascal Dihé, Mattia Federico Leone:
CLARITY Screening Service for Climate Hazards, Impacts and Effects of the Adaptation Options. 57-71 - Ante Ivancic, Argyris Kanellopoulos, Johanna M. Geleijnse:
Diet Modelling: Combining Mathematical Programming Models with Data-Driven Methods. 72-80 - M. J. R. Knapen, Rob M. Lokers, Leonardo Candela, Sander Janssen:
AGINFRA PLUS: Running Crop Simulations on the D4Science Distributed e-Infrastructure. 81-89 - Emmanuel Lekakis, Stylianos Kotsopoulos, Gregory Mygdakos, Agathoklis Dimitrakos, Ifigeneia-Maria Tsioutsia, Polimachi Simeonidou:
Redefining Agricultural Insurance Services Using Earth Observation Data. The Case of Beacon Project. 90-101 - Emmanuel Lekakis, Dimitra Perperidou, Stylianos Kotsopoulos, Polimachi Simeonidou:
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. 102-114 - Rob M. Lokers, M. J. R. Knapen, Leonardo Candela, Steven Hoek, Wouter Meijninger:
Using Virtual Research Environments in Agro-Environmental Research. 115-121 - Bernardo Maestrini, Matthijs Brouwer, Thomas Been, Lambertus A. P. Lotz:
Can We Use the Relationship Between Within-Field Elevation and NDVI as an Indicator of Drought-Stress? 122-131 - Herman Mollenhorst, Yamine Bouzembrak, Michel de Haan, Hans J. P. Marvin, Roel F. Veerkamp, Claudia Kamphuis:
Predicting Nitrogen Excretion of Dairy Cattle with Machine Learning. 132-138 - Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje A. Osinga, Ioannis N. Athanasiadis:
Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases. 139-150 - Jordan Phillipson, Gordon S. Blair, Peter A. Henrys:
Quantifying Uncertainty for Estimates Derived from Error Matrices in Land Cover Mapping Applications: The Case for a Bayesian Approach. 151-164 - Ioanna Polychronou, Panagis Katsivelis, Mihalis Papakonstantinou, Giannis Stoitsis, Nikos Manouselis:
Machine Learning Algorithms for Food Intelligence: Towards a Method for More Accurate Predictions. 165-172 - Gerald Schimak, Drazen Ignjatovic, Erik Vullings, Maurice Sammels:
Interoperability of Solutions in a Crisis Management Environment Showcased in Trial-Austria. 173-187 - Kathi Schleidt, Michael J. O'Grady, Sylvain Grellet, Abdelfettah Feliachi, Hylke van der Schaaf:
ELFIE - The OGC Environmental Linked Features Interoperability Experiment. 188-193 - Dirkjan Schokker, Herman Mollenhorst, Gerrit Seigers, Yvette de Haas, Roel F. Veerkamp, Claudia Kamphuis:
Real-Time Visualization of Methane Emission at Commercial Dairy Farms. 194-200 - Jannik Sidler, Eric Braun, Thorsten Schlachter, Clemens Düpmeier, Veit Hagenmeyer:
Design of a Web-Service for Formal Descriptions of Domain-Specific Data. 201-215 - William Simm, Gordon S. Blair, Richard Bassett, Faiza Samreen, Paul Young:
Models in the Cloud: Exploring Next Generation Environmental Software Systems. 216-227 - Hylke van der Schaaf, Jürgen Moßgraber, Sylvain Grellet, Mickaël Beaufils, Kathi Schleidt, Thomas Usländer:
An Environmental Sensor Data Suite Using the OGC SensorThings API. 228-241 - D. W. G. van Kraalingen, M. J. Rob Knapen, Allard de Wit, H. L. Boogaard:
WISS a Java Continuous Simulation Framework for Agro-Ecological Modelling. 242-248 - Or Vernik, Barak Fishbain:
Mathematical Estimation of Particulate Air Pollution Levels by Multi-angle Imaging. 249-257 - Tomás Rezník, Lukás Herman, Katerina Trojanová, Tomás Pavelka, Simon Leitgeb:
Interpolation of Data Measured by Field Harvesters: Deployment, Comparison and Verification. 258-270
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