Mapping the Groundwater Level and Soil Moisture of a Montane Peat Bog Using UAV Monitoring and Machine Learning

Mapping the Groundwater Level and Soil Moisture of a Montane Peat Bog Using UAV Monitoring and Machine Learning

One of the best preconditions for the sufficient monitoring of peat bog ecosystems is the collection, processing, and analysis of unique spatial data to understand peat bog dynamics. Over two seasons, we sampled groundwater level (GWL) and soil moisture (SM) ground truth data at two diverse location...

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Bibliographic Details
Main Authors: Theodora Lendzioch, Jakub Langhammer, Lukáš Vlček, Robert Minařík
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Remote Sensing
Subjects:
peat bog
soil moisture
UAV
machine learning (ML)
random forest (RF)
modelling
Online Access:https://www.mdpi.com/2072-4292/13/5/907

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