CANDIANI, GABRIELE
CANDIANI, GABRIELE
Istituto per il Rilevamento Elettromagnetico dell'Ambiente - IREA - Sede Secondaria Milano
Towards an Improved High-Throughput Phenotyping Approach: Utilizing MLRA and Dimensionality Reduction Techniques for Transferring Hyperspectral Proximal-Based Model to Airborne Images
2024 Heidarian Dehkordi, Ramin; Candiani, Gabriele; Nutini, Francesco; Carotenuto, Federico; Gioli, Beniamino; Cesaraccio, Carla; Boschetti, Mirco
Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations
2024 Parigi, Lorenzo; Candiani, Gabriele; Gallo, Ignazio; Toscano, Piero; Boschetti, Mirco
Arcobaleno e Oltre: la terra vista dallo Spazio
2023 Stroppiana, Daniela; Bordogna, Gloria; Boschetti, Mirco; Bresciani, Mariano; Candiani, Gabriele; Carrara, Paola; Casu, Francesco; Crema, Alberto; DE CAROLIS, Giacomo; DE SANTI, Francesca; Giardino, Claudia; Gomarasca, Mario; L'Astorina, Alba; Laurenza, Lucia; Lella, Simone; Mastromauro, Francesco; Nutini, Francesco; Oggioni, Alessandro; Pepe, Monica; Planamente, Gianluca; Pozzi, Roberta; Tagliolato, Paolo; Villa, Paolo
Hyperspectral proximal sensing and machine learning techniques to estimate wheat nutritional status for digital agriculture application
2023 Boschetti M ; Crema A ; Candiani G ; Ranghetti M ; Heidarian R ; Parigi L ; Ragaglini G; Carotenuto F ; Gioli B ; Dainelli R ; Toscano P
Planet care from space
2023 Melis, Maria Teresa; Dessena, Maria Antonietta; Boschetti, Mirco; Candiani, Gabriele; Deiana, Giacomo; Pioli, Laura
Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images
2023 Gallo, Ignazio; Boschetti, Mirco; Rehman, Anwar Ur; Candiani, Gabriele
Spectroscopic Determination of Crop Residue Cover using Exponential-Gaussian Optimization of absorption features and Random Forest
2023 Monica Pepe; Ramin Heidarian Dehkordi; Katayoun Fakherifard; Francesco Nutini; Gabriele Candiani; Mirco Boschetti
Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling
2022 Ranghetti, Marina; Boschetti, Mirco; Ranghetti, Luigi; Tagliabue, Giulia; Panigada, Cinzia; Gianinetto, Marco; Verrelst, Jochem; Candiani, Gabriele
Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission
2022 Candiani, Gabriele; Tagliabue, Giulia; Panigada, Cinzia; Verrelst, Jochem; Picchi, Valentina; Caicedo, Juan Pablo Rivera; Boschetti, Mirco
Hybrid retrieval of crop traits from multi-temporal PRISMA hyperspectral imagery
2022 Tagliabue, G; Boschetti, M; Bramati, G; Candiani, G; Colombo, R; Nutini, F; Pompilio, L; Riveracaicedo, Jp; Rossi, M; Rossini, M; Verrelst, J; Panigada, C
Multi Crop Estimation of LAI from Sentinel-2 VIs with Parametric Regression Approach: Comparison of Performances and VIs Sensitivity
2022 Peppo, De; De Peppo, Margherita; Nutini, Francesco; Nutini, Francesco; Candiani, Gabriele; Candiani, Gabriele; Ragaglini, ; Giorgio, ; Taramelli, ; Andrea, ; Filipponi, ; Federico, ; Boschetti, Mirco; Boschetti, Mirco
Retrieving Biophysical And Biochemical Crop Traits Using Continuum-Removed Absorption Features From Hyperspectral Proximal Sensing
2022 Dehkordi, Rh; Nutini, F; Mereu, S; Candiani, G; De Peppo, M; Boschetti, M
Sentinel-2 estimation of CNC and LAI in rice cropping system through hybrid approach modelling
2022 Marta Rossi;Gabriele Candiani;Francesco Nutini;Marco Gianinetto;Mirco Boschetti
Trunk Flexion-Extension in Healthy Subjects: Preliminary Analysis of Movement Profiles
2022 Amici, Cinzia; Cappellini, Valter; Ragni, Federica; Formicola, Raffaele; Borboni, Alberto; Piovanelli, Barbara; Negrini, Stefano; Candiani, Gabriele
ESTIMATION OF BIOPHISICAL PARAMETERS IN RICE CROPPING SYSTEM FROM SENTINEL-2 DATA AND HYBRID APPROACH: PERSPECTIVE FOR PRECISION AGRICULTURE APPLICATION
2021 Rossi, Marta; Candiani, Gabriele; Gianinetto, Marco; Nutini, Francesco; Boschetti, Mirco
Functional analysis of the trunk flexion-extension through Gaussian functions fitting of the movement profile
2021 Amici, Cinzia; Piovanelli, Barbara; Ragni, Federica; Formicola, Raffaele; Cappellini, Valter; Candiani, Gabriele; Borboni, Alberto; Negrini, Stefano
Prototyping vegetation traits models in the context of the hyperspectral CHIME mission preparation
2021 Verrelst, J; de Grave, C; Amin, E; Reyes, P; Morata, M; Portales, E; Belda, S; Tagliabue, G; Panigada, C; Boschetti, M; Candiani, G; Segl, K; Guillasso, S; Berger, K; Wocher, M; Hank, T; Rascher, U; Isola, C
RETRIEVAL OF MAIZE BIOPHYSICAL VARIABLES FROM MULTISPECTRAL AND HYPERSPECTRAL EO DATA USING A HYBRID APPROACH
2021 Ranghetti, M; Boschetti, M; Gianinetto, M; Tagliabue, G; Panigada, C; Candiani, G
Assessing maize nitrogen content from hyperspectral data through MLRA: preliminary results in a Precision Farming framework
2019 Boschetti, Mirco; Candiani, Gabriele; Tagliabue, Giulia; Abu El Khair, Davide; Moia, Fabio; Verrelst, Jochem; Rascher, Uwe; Colombo, Roberto; Miglietta, Franco; Taramelli, Andrea; Panigada, Cinzia
CHIME requirements consolidation study: potential value-added products of the next Copernicus hyperspectral mission in "Agriculture & food security" and "Raw materials exploration"
2019 Taramelli, Andrea; Valentini, Emiliana; Boschetti, Mirco; Fabrizia Buongiorno, Maria; Candiani, Gabriele; Casa, Raffaele; Colombo, Roberto; Geraldini, Serena; Giardino, Claudia; Musacchio, Massimo; Nguyen Xuan, Alessandra; Panigada, Cinzia; Pascucci, Simone; Pepe, Monica; Pignatti, Stefano; Silvestri, Malvina; Smiraglia, Daniela; Tagliabue, Giulia; Tornato, Antonella; Troffa, Stefano
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Towards an Improved High-Throughput Phenotyping Approach: Utilizing MLRA and Dimensionality Reduction Techniques for Transferring Hyperspectral Proximal-Based Model to Airborne Images | 1-gen-2024 | Heidarian Dehkordi, Ramin; Candiani, Gabriele; Nutini, Francesco; Carotenuto, Federico; Gioli, Beniamino; Cesaraccio, Carla; Boschetti, Mirco | |
| Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations | 1-gen-2024 | Parigi, Lorenzo; Candiani, Gabriele; Gallo, Ignazio; Toscano, Piero; Boschetti, Mirco | |
| Arcobaleno e Oltre: la terra vista dallo Spazio | 1-gen-2023 | Stroppiana, Daniela; Bordogna, Gloria; Boschetti, Mirco; Bresciani, Mariano; Candiani, Gabriele; Carrara, Paola; Casu, Francesco; Crema, Alberto; DE CAROLIS, Giacomo; DE SANTI, Francesca; Giardino, Claudia; Gomarasca, Mario; L'Astorina, Alba; Laurenza, Lucia; Lella, Simone; Mastromauro, Francesco; Nutini, Francesco; Oggioni, Alessandro; Pepe, Monica; Planamente, Gianluca; Pozzi, Roberta; Tagliolato, Paolo; Villa, Paolo | |
| Hyperspectral proximal sensing and machine learning techniques to estimate wheat nutritional status for digital agriculture application | 1-gen-2023 | Boschetti M ; Crema A ; Candiani G ; Ranghetti M ; Heidarian R ; Parigi L ; Ragaglini G; Carotenuto F ; Gioli B ; Dainelli R ; Toscano P | |
| Planet care from space | 1-gen-2023 | Melis, Maria Teresa; Dessena, Maria Antonietta; Boschetti, Mirco; Candiani, Gabriele; Deiana, Giacomo; Pioli, Laura | |
| Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images | 1-gen-2023 | Gallo, Ignazio; Boschetti, Mirco; Rehman, Anwar Ur; Candiani, Gabriele | |
| Spectroscopic Determination of Crop Residue Cover using Exponential-Gaussian Optimization of absorption features and Random Forest | 1-gen-2023 | Monica Pepe; Ramin Heidarian Dehkordi; Katayoun Fakherifard; Francesco Nutini; Gabriele Candiani; Mirco Boschetti | |
| Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling | 1-gen-2022 | Ranghetti, Marina; Boschetti, Mirco; Ranghetti, Luigi; Tagliabue, Giulia; Panigada, Cinzia; Gianinetto, Marco; Verrelst, Jochem; Candiani, Gabriele | |
| Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission | 1-gen-2022 | Candiani, Gabriele; Tagliabue, Giulia; Panigada, Cinzia; Verrelst, Jochem; Picchi, Valentina; Caicedo, Juan Pablo Rivera; Boschetti, Mirco | |
| Hybrid retrieval of crop traits from multi-temporal PRISMA hyperspectral imagery | 1-gen-2022 | Tagliabue, G; Boschetti, M; Bramati, G; Candiani, G; Colombo, R; Nutini, F; Pompilio, L; Riveracaicedo, Jp; Rossi, M; Rossini, M; Verrelst, J; Panigada, C | |
| Multi Crop Estimation of LAI from Sentinel-2 VIs with Parametric Regression Approach: Comparison of Performances and VIs Sensitivity | 1-gen-2022 | Peppo, De; De Peppo, Margherita; Nutini, Francesco; Nutini, Francesco; Candiani, Gabriele; Candiani, Gabriele; Ragaglini, ; Giorgio, ; Taramelli, ; Andrea, ; Filipponi, ; Federico, ; Boschetti, Mirco; Boschetti, Mirco | |
| Retrieving Biophysical And Biochemical Crop Traits Using Continuum-Removed Absorption Features From Hyperspectral Proximal Sensing | 1-gen-2022 | Dehkordi, Rh; Nutini, F; Mereu, S; Candiani, G; De Peppo, M; Boschetti, M | |
| Sentinel-2 estimation of CNC and LAI in rice cropping system through hybrid approach modelling | 1-gen-2022 | Marta Rossi;Gabriele Candiani;Francesco Nutini;Marco Gianinetto;Mirco Boschetti | |
| Trunk Flexion-Extension in Healthy Subjects: Preliminary Analysis of Movement Profiles | 1-gen-2022 | Amici, Cinzia; Cappellini, Valter; Ragni, Federica; Formicola, Raffaele; Borboni, Alberto; Piovanelli, Barbara; Negrini, Stefano; Candiani, Gabriele | |
| ESTIMATION OF BIOPHISICAL PARAMETERS IN RICE CROPPING SYSTEM FROM SENTINEL-2 DATA AND HYBRID APPROACH: PERSPECTIVE FOR PRECISION AGRICULTURE APPLICATION | 1-gen-2021 | Rossi, Marta; Candiani, Gabriele; Gianinetto, Marco; Nutini, Francesco; Boschetti, Mirco | |
| Functional analysis of the trunk flexion-extension through Gaussian functions fitting of the movement profile | 1-gen-2021 | Amici, Cinzia; Piovanelli, Barbara; Ragni, Federica; Formicola, Raffaele; Cappellini, Valter; Candiani, Gabriele; Borboni, Alberto; Negrini, Stefano | |
| Prototyping vegetation traits models in the context of the hyperspectral CHIME mission preparation | 1-gen-2021 | Verrelst, J; de Grave, C; Amin, E; Reyes, P; Morata, M; Portales, E; Belda, S; Tagliabue, G; Panigada, C; Boschetti, M; Candiani, G; Segl, K; Guillasso, S; Berger, K; Wocher, M; Hank, T; Rascher, U; Isola, C | |
| RETRIEVAL OF MAIZE BIOPHYSICAL VARIABLES FROM MULTISPECTRAL AND HYPERSPECTRAL EO DATA USING A HYBRID APPROACH | 1-gen-2021 | Ranghetti, M; Boschetti, M; Gianinetto, M; Tagliabue, G; Panigada, C; Candiani, G | |
| Assessing maize nitrogen content from hyperspectral data through MLRA: preliminary results in a Precision Farming framework | 1-gen-2019 | Boschetti, Mirco; Candiani, Gabriele; Tagliabue, Giulia; Abu El Khair, Davide; Moia, Fabio; Verrelst, Jochem; Rascher, Uwe; Colombo, Roberto; Miglietta, Franco; Taramelli, Andrea; Panigada, Cinzia | |
| CHIME requirements consolidation study: potential value-added products of the next Copernicus hyperspectral mission in "Agriculture & food security" and "Raw materials exploration" | 1-gen-2019 | Taramelli, Andrea; Valentini, Emiliana; Boschetti, Mirco; Fabrizia Buongiorno, Maria; Candiani, Gabriele; Casa, Raffaele; Colombo, Roberto; Geraldini, Serena; Giardino, Claudia; Musacchio, Massimo; Nguyen Xuan, Alessandra; Panigada, Cinzia; Pascucci, Simone; Pepe, Monica; Pignatti, Stefano; Silvestri, Malvina; Smiraglia, Daniela; Tagliabue, Giulia; Tornato, Antonella; Troffa, Stefano |