Giacomo Fontanelli

Istituto di fisica applicata Nello Carrara Consiglio Nazionale delle Ricerche

Italy

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Articles (12)

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2025

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2024

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2023

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2022

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2021

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2021

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2021

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2020

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2020

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2020

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2020

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2020

Collaborators (4)

Andrea Garzelli

Full Professor

Università degli Studi di Siena

ITALY

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Alessandro Lapini

Istituto di fisica applicata Nello Carrara Consiglio Nazionale delle Ricerche

ITALY

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Simone Pilia

Istituto di fisica applicata Nello Carrara Consiglio Nazionale delle Ricerche

ITALY

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Toby Waine

Senior Lecturer in Applied Remote Sensing

Cranfield University

UNITED KINGDOM

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Giacomo Fontanelli

Research Interests

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Articles (12)

Integration of Optical and Microwave Satellite Data for Monitoring Vegetation Status in Sorghum Fields

High-Resolution Mapping of Soil Moisture by AMSR2 Data Disaggregation Based on Sentinel-1 and Machine Learning

Remote sensing techniques for water management and climate change monitoring in drought areas: case studies in Egypt and Tunisia

Early-Season Crop Mapping on an Agricultural Area in Italy Using X-Band Dual-Polarization SAR Satellite Data and Convolutional Neural Networks

Mapping Woody Volume of Mediterranean Forests by Using SAR and Machine Learning: A Case Study in Central Italy

Assessing Interactions Between Crop Biophysical Parameters and X-Band Backscattering Using Empirical Data and Model Sensitivity Analysis

Biomass retrieval based on genetic algorithm feature selection and support vector regression in Alpine grassland using ground-based hyperspectral and Sentinel-1 SAR data

Lowland Rice Mapping in Sédhiou Region (Senegal) Using Sentinel 1 and Sentinel 2 Data and Random Forest

Deriving Wheat Crop Productivity Indicators Using Sentinel-1 Time Series

Remote Sensing of Forest Biomass Using GNSS Reflectometry

Remote Sensing of Forest Biomass Using GNSS Reflectometry

Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas

Collaborators (4)

Andrea Garzelli

Alessandro Lapini

Simone Pilia

Toby Waine

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