output
20072026
most citedLand Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks

291 citations

Showing 2020Show all

7 papers · 1 filter

q-bio.QM2020★ 188 cited

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

Katja Berger, Jochem Verrelst, Jean-Baptiste Féret +4

Hyperspectral acquisitions have proven to be the most informative Earth observation data source for the estimation of nitrogen (N) content, which is the main limiting nutrient for…

cs.LG2020★ 8 cited

Optimal Thompson Sampling strategies for support-aware CVaR bandits

Dorian Baudry, Romain Gautron, Emilie Kaufmann +1

In this paper we study a multi-arm bandit problem in which the quality of each arm is measured by the Conditional Value at Risk (CVaR) at some level alpha of the reward distributio…

cond-mat.soft2020★ 26 cited

Tailoring the viscoelasticity of polymer gels of gluten proteins through solvent quality

Salvatore Costanzo, Amélie Banc, Ameur Louhichi +4

We investigate the linear viscoelasticity of polymer gels produced by the dispersion of gluten proteins in water:ethanol binary mixtures with various ethanol contents, from pure wa…

math.AP2020★ 4 cited

On the use of Traveling Waves for Pest/Vector elimination using the Sterile Insect Technique

Roumen Anguelov, Yves Dumont, Ivric Valaire Yatat Djeumen

The development of sustainable vector/pest control methods is of utmost importance to reduce the risk of vector-borne diseases and pest damages on crops. Among them, the Sterile In…

q-bio.PE2020★ 3 cited

Revisiting Shao and Sokal's index of phylogenetic balance

François Bienvenu, Gabriel Cardona, Celine Scornavacca

Measures of phylogenetic balance, such as the Colless and Sackin indices, play an important role in phylogenetics. Unfortunately, these indices are specifically designed for phylog…

q-bio.PE2020★ 1 cited

On the usefulness of a minimalistic model to study tree-grass biomass distributions along biogeographic gradients in the savanna biome

Ivric Valaire Yatat Djeumen, Yves Dumont, Anna Doizy +1

We present and analyze a model aiming at recovering as dynamical outcomes of tree-grass interactions the wide range of vegetation physiognomies observable in the savanna biome alon…