Gabriele Candiani

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 14

Top Topics

Spectral Imagery

Dimensionality Reduction

Top Venues

Publications

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 (2024)
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) (2024)
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) (2023)
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)
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) (2023)
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)
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)
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) (2022)
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)
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) (2017)
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) (2015)
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)
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) (2015)
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)
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) (2014)
Loredana Pompilio, Monica Pepe, Gabriele Candiani
Hyperdimensional data exploitation through parametric reduction. WHISPERS (2014)
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) (2014)
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)
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)
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 (2012)
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)
Gabriele Candiani, Claudio Carnevale, Veronica Filisina, Giovanna Finzi, Enrico Pisoni, Marialuisa Volta
Optimal interpolation to re-analyse PM10 concentration modelling simulations. CDC (2009)
Gabriele Candiani, Claudio Carnevale, Enrico Pisoni, Marialuisa Volta
Assimilation of Chemical Ground Measurements in Air Quality Modeling. LSSC (2009)