Gabriele Candiani
Orcid: 0000-0001-5270-071X
According to our database1,
Gabriele Candiani
authored at least 25 papers
between 2009 and 2024.
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Bibliography
2024
Towards an Improved High-Throughput Phenotyping Approach: Utilizing MLRA and Dimensionality Reduction Techniques for Transferring Hyperspectral Proximal-Based Model to Airborne Images.
Remote. Sens., February, 2024
Vegetation Biomass and Nitrogen Content Estimation Using Ensembles: Regression and Active Learning Strategies for Field Sampling Reduction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Active Learning Strategies for Remote Sensing Estimation of Agronomic Parameters with Limited Calibration Data.
Proceedings of the IGARSS 2024, 2024
Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations.
Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 2024
2023
Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images.
Remote. Sens., October, 2023
The Influence of Plasmodesmata Number and Opening State on Molecular Transports in Plants.
IEEE Trans. Mol. Biol. Multi Scale Commun., September, 2023
Assessing Wheat Yield and Grain Protein Content with Machine Learning and Satellite Hyperspectral Data: Multi-Year Explorative Analysis.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
2022
Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission.
Remote. Sens., 2022
Retrieving Biophysical And Biochemical Crop Traits Using Continuum-Removed Absorption Features From Hyperspectral Proximal Sensing.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022
Multi Crop Estimation of LAI from Sentinel-2 VIs with Parametric Regression Approach: Comparison of Performances and VIs Sensitivity.
Proceedings of the Geomatics for Green and Digital Transition - 25th Italian Conference, 2022
2021
Prototyping Vegetation Traits Models in the Context of the Hyperspectral Chime Mission Preparation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2017
Characterization of Fine Metal Particles Derived from Shredded WEEE Using a Hyperspectral Image System: Preliminary Results.
Sensors, 2017
2015
A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity.
Remote. Sens., 2015
Mapping of Asbestos Cement Roofs and Their Weathering Status Using Hyperspectral Aerial Images.
ISPRS Int. J. Geo Inf., 2015
Characterization of fine metal particles using hyperspectral imaging in automatic weee recycling systems.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Geolithological mapping of carbonate system deposits for hydrocarbon exploration using hyperspectral imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Mapping Asbestos-Cement Roofing with Hyperspectral Remote Sensing over a Large Mountain Region of the Italian Western Alps.
Sensors, 2014
Evaporative Fraction as an Indicator of Moisture Condition and Water Stress Status in Semi-Arid Rangeland Ecosystems.
Remote. Sens., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
2012
BOMBER: A tool for estimating water quality and bottom properties from remote sensing images.
Comput. Geosci., 2012
High-resolution SAR and high-resolution optical data integration for sub-urban land-cover classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2010
Off-line Data Assimilation to provide the best estimate of tropospheric ozone concentrations by means of EnKF.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
Proceedings of the Large-Scale Scientific Computing, 7th International Conference, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009