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Gabriele Candiani
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2020 – today
- 2024
- [j11]Ramin Heidarian Dehkordi, Gabriele Candiani, Francesco Nutini, Federico Carotenuto, Beniamino Gioli, Carla Cesaraccio, Mirco Boschetti:
Towards an Improved High-Throughput Phenotyping Approach: Utilizing MLRA and Dimensionality Reduction Techniques for Transferring Hyperspectral Proximal-Based Model to Airborne Images. Remote. Sens. 16(3): 492 (2024) - [j10]Donato Amitrano, Gabriele Candiani, Luca Cicala, Marco De Mizio, Francesco Tufano:
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. 17: 13473-13482 (2024) - [c13]Donato Amitrano, Gabriele Candiani, Luca Cicala, Marco De Mizio, Francesco Tufano:
Active Learning Strategies for Remote Sensing Estimation of Agronomic Parameters with Limited Calibration Data. IGARSS 2024: 4205-4208 - 2023
- [j9]Ignazio Gallo, Mirco Boschetti, Anwar Ur Rehman, Gabriele Candiani:
Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images. Remote. Sens. 15(19): 4765 (2023) - [j8]Beatrice Ruzzante, Alessandro Piscopo, Svyatoslav Salo, Maurizio Magarini, Gabriele Candiani:
The Influence of Plasmodesmata Number and Opening State on Molecular Transports in Plants. IEEE Trans. Mol. Biol. Multi Scale Commun. 9(3): 329-333 (2023) - [c12]Marina Ranghetti, Mirco Boschetti, Francesco Nutini, Micol Rossini, Gabriele Candiani:
Assessing Wheat Yield and Grain Protein Content with Machine Learning and Satellite Hyperspectral Data: Multi-Year Explorative Analysis. WHISPERS 2023: 1-5 - 2022
- [j7]Gabriele Candiani, Giulia Tagliabue, Cinzia Panigada, Jochem Verrelst, Valentina Picchi, Juan Pablo Rivera Caicedo, Mirco Boschetti:
Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission. Remote. Sens. 14(8): 1792 (2022) - [c11]Margherita De Peppo, Francesco Nutini, Gabriele Candiani, Giorgio Ragaglini, Andrea Taramelli, Federico Filipponi, Mirco Boschetti:
Multi Crop Estimation of LAI from Sentinel-2 VIs with Parametric Regression Approach: Comparison of Performances and VIs Sensitivity. ASITA 2022: 222-234 - [c10]Ramin Heidarian Dehkordi, Francesco Nutini, Simone Mereu, Gabriele Candiani, Margherita De Peppo, Mirco Boschetti:
Retrieving Biophysical And Biochemical Crop Traits Using Continuum-Removed Absorption Features From Hyperspectral Proximal Sensing. WHISPERS 2022: 1-8 - 2021
- [c9]Jochem Verrelst, Charlotte De Grave, Eatidal Amin, Pablo Reyes, Miguel Morata, Enrique Portales, Santiago Belda, Giulia Tagliabue, Cinzia Panigada, Mirco Boschetti, Gabriele Candiani, Karl Segl, Stephane Guillasso, Katja Berger, Matthias Wocher, Tobias Hank, Uwe Rascher, Claudia Isola:
Prototyping Vegetation Traits Models in the Context of the Hyperspectral Chime Mission Preparation. IGARSS 2021: 7678-7681
2010 – 2019
- 2017
- [j6]Gabriele Candiani, Nicoletta Picone, Loredana Pompilio, Monica Pepe, Marcello Colledani:
Characterization of Fine Metal Particles Derived from Shredded WEEE Using a Hyperspectral Image System: Preliminary Results. Sensors 17(5): 1117 (2017) - 2015
- [j5]Chiara Cilia, Cinzia Panigada, Micol Rossini, Gabriele Candiani, Monica Pepe, Roberto Colombo:
Mapping of Asbestos Cement Roofs and Their Weathering Status Using Hyperspectral Aerial Images. ISPRS Int. J. Geo Inf. 4(2): 928-941 (2015) - [j4]Mar Bisquert, Gloria Bordogna, Agnès Bégué, Gabriele Candiani, Maguelonne Teisseire, Pascal Poncelet:
A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity. Remote. Sens. 7(1): 704-724 (2015) - [c8]Monica Pepe, Mirco Boschetti, Gabriele Candiani, Paolo Villa, Fabrizio Piero Righetti, Valentina Clementi:
Geolithological mapping of carbonate system deposits for hydrocarbon exploration using hyperspectral imagery. IGARSS 2015: 2880-2883 - [c7]Gabriele Candiani, Nicoletta Picone, Loredana Pompilio, Monica Pepe, Marcello Colledani:
Characterization of fine metal particles using hyperspectral imaging in automatic weee recycling systems. WHISPERS 2015: 1-4 - 2014
- [j3]Francesco Nutini, Mirco Boschetti, Gabriele Candiani, Stefano Bocchi, Pietro Alessandro Brivio:
Evaporative Fraction as an Indicator of Moisture Condition and Water Stress Status in Semi-Arid Rangeland Ecosystems. Remote. Sens. 6(7): 6300-6323 (2014) - [j2]Federico Frassy, Gabriele Candiani, Marco Rusmini, Pieralberto Maianti, Andrea Marchesi, Francesco Rota Nodari, Giorgio Dalla Via, Carlo Albonico, Marco Gianinetto:
Mapping Asbestos-Cement Roofing with Hyperspectral Remote Sensing over a Large Mountain Region of the Italian Western Alps. Sensors 14(9): 15900-15913 (2014) - [c6]Loredana Pompilio, Monica Pepe, Gabriele Candiani:
Hyperdimensional data exploitation through parametric reduction. WHISPERS 2014: 1-4 - 2012
- [j1]Claudia Giardino, Gabriele Candiani, Mariano Bresciani, ZhongPing Lee, Stefano Gagliano, Monica Pepe:
BOMBER: A tool for estimating water quality and bottom properties from remote sensing images. Comput. Geosci. 45: 313-318 (2012) - [c5]Marco Rusmini, Gabriele Candiani, Federico Frassy, Pieralberto Maianti, Andrea Marchesi, Francesco Rota Nodari, Luigi Dini, Marco Gianinetto:
High-resolution SAR and high-resolution optical data integration for sub-urban land-cover classification. IGARSS 2012: 4986-4989 - [c4]Federico Frassy, Gabriele Candiani, Pieralberto Maianti, Andrea Marchesi, Francesco Rota Nodari, Marco Rusmini, Carlo Albonico, Marco Gianinetto:
Airborne remote sensing for mapping asbestos roofs in aosta valley. IGARSS 2012: 7541-7544 - 2010
- [c3]Gabriele Candiani, Claudio Carnevale, Giovanna Finzi, Enrico Pisoni, Marialuisa Volta:
Off-line Data Assimilation to provide the best estimate of tropospheric ozone concentrations by means of EnKF. CDC 2010: 3493-3498
2000 – 2009
- 2009
- [c2]Gabriele Candiani, Claudio Carnevale, Veronica Filisina, Giovanna Finzi, Enrico Pisoni, Marialuisa Volta:
Optimal interpolation to re-analyse PM10 concentration modelling simulations. CDC 2009: 1794-1799 - [c1]Gabriele Candiani, Claudio Carnevale, Enrico Pisoni, Marialuisa Volta:
Assimilation of Chemical Ground Measurements in Air Quality Modeling. LSSC 2009: 157-164
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