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A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2

Remote sensing (Basel, Switzerland), 2019-03, Vol.11 (5), p.481

2019

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An Analysis of Bare Soil Occurrence in Arable Croplands for Remote Sensing Topsoil Applications

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (3), p.474

2021

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Vicarious CAL/VAL Approach for Orbital Hyperspectral Sensors Using Multiple Sites

Remote sensing (Basel, Switzerland), 2023-02, Vol.15 (3), p.771

2023

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Sensitivity analysis of the Aquacrop and SAFYE crop models for the assessment of water limited winter wheat yield in regional scale applications

PloS one, 2017-11, Vol.12 (11), p.e0187485-e0187485

2017

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Special Issue “Hyperspectral Remote Sensing of Agriculture and Vegetation”

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (21), p.3665

2020

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Evaluation of Agricultural Bare Soil Properties Retrieval from Landsat 8, Sentinel-2 and PRISMA Satellite Data

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.714

2022

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Crop Mapping Using Random Forest and Particle Swarm Optimization based on Multi-Temporal Sentinel-2

Remote sensing (Basel, Switzerland), 2020-05, Vol.12 (9), p.1449

2020

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Improving Colored Dissolved Organic Matter (CDOM) Retrievals by Sentinel2-MSI Data through a Total Suspended Matter (TSM)-Driven Classification: The Case of Pertusillo Lake (Southern Italy)

Remote sensing (Basel, Switzerland), 2023-12, Vol.15 (24), p.5718

2023

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Evaluation of Airborne HySpex and Spaceborne PRISMA Hyperspectral Remote Sensing Data for Soil Organic Matter and Carbonates Estimation

Remote sensing (Basel, Switzerland), 2023-02, Vol.15 (4), p.1106

2023

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Reducing the Influence of Soil Moisture on the Estimation of Clay from Hyperspectral Data: A Case Study Using Simulated PRISMA Data

Remote sensing (Basel, Switzerland), 2015-11, Vol.7 (11), p.15561-15582

2015

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Biophysical Variable Retrieval of Silage Maize with Gaussian Process Regression and Hyperparameter Optimization Algorithms

Remote sensing (Basel, Switzerland), 2023-07, Vol.15 (14), p.3690

2023

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A two-step optimization procedure for assessing water constituent concentrations by hyperspectral remote sensing techniques: An application to the highly turbid Venice lagoon waters

Remote sensing of environment, 2010-04, Vol.114 (4), p.887-898

2010

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Performance of a Portable FT-NIR MEMS Spectrometer to Predict Soil Features

Soil systems, 2022-09, Vol.6 (3), p.66

2022

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PRISMA L1 and L2 Performances within the PRISCAV Project: The Pignola Test Site in Southern Italy

Remote sensing (Basel, Switzerland), 2022-05, Vol.14 (9), p.1985

2022

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Bayesian Calibration of the Aquacrop-OS Model for Durum Wheat by Assimilation of Canopy Cover Retrieved from VENµS Satellite Data

Remote sensing (Basel, Switzerland), 2020-08, Vol.12 (16), p.2666

2020

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Sino–EU Earth Observation Data to Support the Monitoring and Management of Agricultural Resources

Remote sensing (Basel, Switzerland), 2021-08, Vol.13 (15), p.2889

2021

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An Empirical Ocean Colour Algorithm for Estimating the Contribution of Coloured Dissolved Organic Matter in North-Central Western Adriatic Sea

Remote sensing (Basel, Switzerland), 2017-02, Vol.9 (2), p.180-180

2017

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A Comparison between Standard and Functional Clustering Methodologies: Application to Agricultural Fields for Yield Pattern Assessment

Remote sensing (Basel, Switzerland), 2018-04, Vol.10 (4), p.585

2018

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A Comparison of Moment-Independent and Variance-Based Global Sensitivity Analysis Approaches for Wheat Yield Estimation with the Aquacrop-OS Model

Agronomy (Basel), 2020-04, Vol.10 (4), p.607

2020

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Aerosol optical retrieval and surface reflectance from airborne remote sensing data over land

Sensors, 2010-07, Vol.10 (7), p.6421-6438

2010

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Hyperspectral Sensor Data Capability for Retrieving Complex Urban Land Cover in Comparison with Multispectral Data: Venice City Case Study (Italy)

Sensors (Basel, Switzerland), 2008-05, Vol.8 (5), p.3299-3320

2008

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Optimal spectral domain selection for maximizing archaeological signatures: Italy case studies

Sensors (Basel, Switzerland), 2009-03, Vol.9 (3), p.1754-1767

2009

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Temporal Polarimetric Behavior of Oilseed Rape (Brassica napus L.) at C-Band for Early Season Sowing Date Monitoring

Remote sensing (Basel, Switzerland), 2014, Vol.6 (11), p.10375-10394

2014

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Evaluation of the potential of the current and forthcoming multispectral and hyperspectral imagers to estimate soil texture and organic carbon

Remote sensing of environment, 2016-06, Vol.179, p.54-65

2016

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A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2

An Analysis of Bare Soil Occurrence in Arable Croplands for Remote Sensing Topsoil Applications

Vicarious CAL/VAL Approach for Orbital Hyperspectral Sensors Using Multiple Sites

Sensitivity analysis of the Aquacrop and SAFYE crop models for the assessment of water limited winter wheat yield in regional scale applications

Special Issue “Hyperspectral Remote Sensing of Agriculture and Vegetation”

Evaluation of Agricultural Bare Soil Properties Retrieval from Landsat 8, Sentinel-2 and PRISMA Satellite Data

Crop Mapping Using Random Forest and Particle Swarm Optimization based on Multi-Temporal Sentinel-2

Improving Colored Dissolved Organic Matter (CDOM) Retrievals by Sentinel2-MSI Data through a Total Suspended Matter (TSM)-Driven Classification: The Case of Pertusillo Lake (Southern Italy)

Evaluation of Airborne HySpex and Spaceborne PRISMA Hyperspectral Remote Sensing Data for Soil Organic Matter and Carbonates Estimation

Reducing the Influence of Soil Moisture on the Estimation of Clay from Hyperspectral Data: A Case Study Using Simulated PRISMA Data

Biophysical Variable Retrieval of Silage Maize with Gaussian Process Regression and Hyperparameter Optimization Algorithms

A two-step optimization procedure for assessing water constituent concentrations by hyperspectral remote sensing techniques: An application to the highly turbid Venice lagoon waters

Performance of a Portable FT-NIR MEMS Spectrometer to Predict Soil Features

PRISMA L1 and L2 Performances within the PRISCAV Project: The Pignola Test Site in Southern Italy

Bayesian Calibration of the Aquacrop-OS Model for Durum Wheat by Assimilation of Canopy Cover Retrieved from VENµS Satellite Data

Sino–EU Earth Observation Data to Support the Monitoring and Management of Agricultural Resources

An Empirical Ocean Colour Algorithm for Estimating the Contribution of Coloured Dissolved Organic Matter in North-Central Western Adriatic Sea

A Comparison between Standard and Functional Clustering Methodologies: Application to Agricultural Fields for Yield Pattern Assessment

A Comparison of Moment-Independent and Variance-Based Global Sensitivity Analysis Approaches for Wheat Yield Estimation with the Aquacrop-OS Model

Aerosol optical retrieval and surface reflectance from airborne remote sensing data over land

Hyperspectral Sensor Data Capability for Retrieving Complex Urban Land Cover in Comparison with Multispectral Data: Venice City Case Study (Italy)

Optimal spectral domain selection for maximizing archaeological signatures: Italy case studies

Temporal Polarimetric Behavior of Oilseed Rape (Brassica napus L.) at C-Band for Early Season Sowing Date Monitoring

Evaluation of the potential of the current and forthcoming multispectral and hyperspectral imagers to estimate soil texture and organic carbon

Transport infrastructure surveillance and monitoring by electromagnetic sensing: the ISTIMES project

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