Estimating the soil salinity over partially vegetated surfaces from multispectral remote sensing image using non-negative matrix factorization

Multispectral remote sensing technique has been extensively applied in recent years for the detection of soil salinity on bare soil; however, multispectral remote sensing is restricted in areas covered with vegetation, largely due to the mixed pixel problem. In the present study, non-negative matrix...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	Geoderma Ročník 354; s. 113887
Hlavní autoři:	Liu, Ya, Zhang, Fangfang, Wang, Changkun, Wu, Shiwen, Liu, Jie, Xu, Aiai, Pan, Kai, Pan, Xianzhang
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 15.11.2019
Témata:	Landsat least squares Mixed pixel monitoring Multispectral imaging Non-negative matrix factorization Prediction remote sensing Soil salinity standard deviation support vector machines thematic maps vegetation Mixed pixel Multispectral imaging Non-negative matrix factorization Soil salinity Prediction
ISSN:	0016-7061, 1872-6259
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!