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1 February 2024

Automated Tree Crown Detection and Segmentation Using Detectron2: A Breakthrough in UAV Imagery Analysis

Advancements in technology have paved the way for innovative solutions in various fields, and the realm of agriculture is no exception. A recent study introduces a […]
18 November 2023

Advancing hydrological monitoring using image-based techniques: challenges and opportunities

The preprint of a groundbreaking paper by #MOXXI on hydrological monitoring is now available on the EarthArXiv Preprint Service. This is the link: https://lnkd.in/d_8fzgic The work is supported by OurMED […]
21 October 2023

Ensemble of optimised machine learning algorithms for predicting surface soil moisture content at a global scale

Accurate information on surface soil moisture (SSM) content at a global scale under different climatic conditions is important for hydrological and climatological applications. Machine-learning-based systematic integration […]
15 October 2023

Intercomparison of Recent Microwave Satellite Soil Moisture Products on European Ecoregions

HARMONIOUS member have recently published an interesting manuscript on “Intercomparison of Recent Microwave Satellite Soil Moisture Products on European Ecoregions” is Now Online: https://doi.org/10.1016/j.jhydrol.2023.130311 The study […]
7 October 2023

Urban River Management by Innovative Monitoring

This chapter presents a general outlook of innovative monitoring of rivers. Special attention is given to river flow monitoring through remote sensing images. Because of the […]
4 September 2023

Estimation of water-infiltration rate in Mediterranean sandy soils using airborne hyperspectral sensors

Exciting News! 🌱 Researchers from the Harmonious Group have just released their latest work: “Estimation of water-infiltration rate in Mediterranean sandy soils using airborne hyperspectral sensors.” 🌍🔬 This groundbreaking […]
8 June 2023

Ensemble of optimised machine learning algorithms for predicting surface soil moisture content at global scale

Abstract. Accurate information on surface soil moisture (SSM) content at a global scale under different climatic conditions is important for hydrological and climatological applications. Machine learning (ML) […]
7 February 2023

Operations Manual for the Use of UAS in Environmental Studies (based on SORA 2.0)

This set of three documents represents a blueprint of an Operations Manual for UAS operations (OM) targeting environmental studies, accompanied by an Emergency Response Plan (ERP) and an example of […]
23 December 2022

Fire Risk Assessment on Wildland–Urban Interface and Adjoined Urban Areas: Estimation Vegetation Ignitability by Artificial Neural Network

Fire risk assessment on the wildland–urban interface (WUI) and adjoined urban areas is crucial to prevent human losses and structural damages. One of many interacting and […]
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