Juan Pablo Rivera-Caicedo

15PUBLICATIONS
36CO-AUTHORS
Soil chemistry and soil carbon sequestration (excl. carbon sequestration science)Agro-ecosystem function and predictionEcosystem services (incl. pollination)Geospatial information systems and geospatial data modellingAgricultural systems analysis and modelling
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Publications (15)

|Nov 18, 2022
Improving the remote estimation of soil organic carbon in complex ecosystems with Sentinel-2 and GIS using Gaussian processes regression.

Johanna Elizabeth Ayala Izurieta, Carlos Arturo Jara Santillán, Carmen Omaira Márquez

|Oct 03, 2022
Seasonal Mapping of Irrigated Winter Wheat Traits in Argentina with a Hybrid Retrieval Workflow Using Sentinel-2 Imagery.

Gabriel Caballero, Alejandro Pezzola, Cristina Winschel

|Sep 29, 2022
Introducing ARTMO's Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape.

Masoumeh Aghababaei, Ataollah Ebrahimi, Ali Asghar Naghipour

|Sep 12, 2022
Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms.

Jochem Verrelst, Katja Berger, Juan Pablo Rivera-Caicedo

|Sep 09, 2022
Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow.

José Estévez, Katja Berger, Jorge Vicent

|Sep 09, 2022
Retrieving and Validating Leaf and Canopy Chlorophyll Content at Moderate Resolution: A Multiscale Analysis with the Sentinel-3 OLCI Sensor.

Charlotte De Grave, Luca Pipia, Bastian Siegmann

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Frequent Collaborators

13 joint publications

Jochem Verrelst

5 joint publications

Katja Berger

3 joint publications

Jose Moreno

3 joint publications

Pablo Morcillo-Pallarés