Documentos de Johanna Elizabeth Ayala-Izurieta | REDI

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Origen: "google"

Subtipo de publicación

Publisher

Carbon Balance and Management(1)

Geosciences (Switzerland)(1)

Plant and Soil(1)

Área temáticas

Técnicas, equipos y materiales(2)

Agricultura y tecnologías afines(1)

Economía de la tierra y la energía(1)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Aprendizaje automático(2)

Sensores remotos(2)

Fertilidad del suelo(1)

Año de Publicación

Origen

Palabras Claves

Carbon stock mapping(2)

Soil organic carbon (SOC)(2)

vegetation indices(2)

Ecuadorian paramo(1)

Gaussian processes regression(1)

Multi-pbkp_redictor mapping of soil organic carbon in the alpine tundra: a case study for the central Ecuadorian páramo

Abstract: Background: Soil organic carbon (SOC) affects essential biological, biochemical, and physical soil f

Palabras claves:

Carbon stock mapping, Landsat, Multispectral indices, Random forest regression, Soil organic carbon (SOC), vegetation indices

Carlos Arturo Jara Santillán, Carmen Omaira Márquez, CO Marquez Pereira, Delegido J., Johanna Elizabeth Ayala-Izurieta, Pasqualotto N., Sisti J.M., V. J. García, Van Wittenberghe S.

Land cover classification in an ecuadorian mountain geosystem using a random forest classifier, spectral vegetation indices, and ancillary geographic data

Abstract: We presented a methodology to accurately classify mountainous regions in the tropics. These landscap

Palabras claves:

Land cover, Mountain geosystems, random forest, Spectral vegetation index, Vegetation cover

Carmen Omaira Márquez, Celso Guillermo Recalde Moreno, CO Marquez Pereira, Diego A. Damián-Carrión, Johanna Elizabeth Ayala-Izurieta, Marcos V. Rodríguez-Llerena, V. J. García

Improving the remote estimation of soil organic carbon in complex ecosystems with Sentinel-2 and GIS using Gaussian processes regression

Abstract: Background and aims: The quantitative retrieval of soil organic carbon (SOC) storage, particularly f

Palabras claves:

Carbon stock mapping, Ecuadorian paramo, Gaussian processes regression, Sentinel-2, Soil organic carbon (SOC), vegetation indices

Carlos Arturo Jara Santillán, Carmen Omaira Márquez, CO Marquez Pereira, Delegido J., Johanna Elizabeth Ayala-Izurieta, Rivera-Caicedo J.P., V. J. García, Van Wittenberghe S., Verrelst J.