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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 […]
3 November 2022

Monitoring Water Turbidity Using Remote Sensing Techniques

In the present work, the use of optical cameras for turbidity measurements is tested on the Bode River in Germany, which is one of the best-instrumented […]
3 November 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 dynamic […]
13 October 2022

Total Carbon Content Assessed by UAS Near-Infrared Imagery as a New Fire Severity Metric

The ash produced by forest fires is a complex mixture of organic and inorganic particles with many properties. Amounts of ash and char are used to roughly […]
14 August 2022

UAV-based multispectral and thermal cameras to predict soil water content – A machine learning approach

Several new activities have been stimulated by the work within the Harmonious COST Action. An example is represented by the recent work by László Bertalan et al. (2022) […]
9 August 2022

VISION: VIdeo StabilisatION using automatic features selection for image velocimetry analysis in rivers

VISION is open-source software written in MATLAB for video stabilisation using automatic features detection. It can be applied for any use, but it has been developed […]
29 July 2022

Total Carbon Content Assessed by UAS Near-Infrared Imagery as a New Fire Severity Metric

The ash produced by forest fires is a complex mixture of organic and inorganic particles with many properties. Amounts of ash and char are used to […]
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