Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning

The monitoring of soil moisture content (SMC) at very high spatial resolution (<10m) using unmanned aerial systems (UAS) is of high interest for precision agriculture and the validation of large scale SMC products. Data-driven approaches are the most common method to retrieve SMC with UAS-borne d...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Int J Appl Earth Obs Geoinf
Prif Awduron: Döpper, Veronika, Rocha, Alby Duarte, Berger, Katja, Gränzig, Tobias, Verrelst, Jochem, Kleinschmit, Birgit, Förster, Michael
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2022
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7613374/
https://ncbi.nlm.nih.gov/pubmed/36093264
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jag.2022.102817
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