Soil Carbon Raster Dataset (COG format) – Andalusia (Spain)
Soil Carbon Raster Dataset (COG format) – Andalusia (Spain)

This metadata record describes a set of raster maps representing soil carbon content in agricultural areas of Andalusia, Spain. The dataset includes values for both organic carbon (COS) and inorganic carbon (CIC) at two depth intervals: 0–30 cm and 30–60 cm. These maps were generated using digital soil mapping techniques based on field sampling (684 locations) and a range of environmental predictors (e.g., climate, land use, topography, vegetation indices). Machine learning models (QRF, MLR, AML) were applied to produce high-resolution predictions (90 m).

The data are provided in Cloud Optimized GeoTIFF (COG) format, allowing efficient access, visualization, and download via HTTP range requests. The service is maintained within the GIS infrastructure of LifeWatch ERIC and integrated in the Andalusian Environmental Information Network (REDIAM).

This metadata record describes a set of raster maps representing soil carbon content in agricultural areas of Andalusia, Spain. The dataset includes values for both organic carbon (COS) and inorganic carbon (CIC) at two depth intervals: 0–30 cm and 30–60 cm. These maps were generated using digital soil mapping techniques based on field sampling (684 locations) and a range of environmental predictors (e.g., climate, land use, topography, vegetation indices). Machine learning models (QRF, MLR, AML) were applied to produce high-resolution predictions (90 m).

The data are provided in Cloud Optimized GeoTIFF (COG) format, allowing efficient access, visualization, and download via HTTP range requests. The service is maintained within the GIS infrastructure of LifeWatch ERIC and integrated in the Andalusian Environmental Information Network (REDIAM).

Simple

Date (Publication)
Fecha (Publicación)
2024-12-10
Presentation form
Formulario de presentación
Digital image
Imagen digital
Propósito
Purpose

To provide open and scalable access to predictive soil carbon data (organic and inorganic) for supporting environmental monitoring, land use planning, and climate change mitigation strategies in Andalusia. The publication in COG format enables efficient access through standard web clients and GIS platforms, promoting interoperability and reuse of geospatial data.

To provide open and scalable access to predictive soil carbon data (organic and inorganic) for supporting environmental monitoring, land use planning, and climate change mitigation strategies in Andalusia. The publication in COG format enables efficient access through standard web clients and GIS platforms, promoting interoperability and reuse of geospatial data.
Status
Estado
On going
En proceso
Point of contact
Organisation name Individual name Electronic mail address Role

Red de Información Ambiental de Andalucía (REDIAM) - Junta de Andalucía

Andalusian Environmental Information Network (REDIAM) – Regional Government of Andalusia

Servicio de Análisis de la Información Ambiental - Consejería de Sostenibilidad y Medio Ambiente - Junta de Andalucía. - España

Environmental Information Analysis Service – Ministry of Sustainability and Environment – Regional Government of Andalusia – Spain
Author
Autor
Maintenance and update frequency
Mantenimiento y frecuencia de actualización
Monthly
Mensualmente
Metadata author
Organisation name Individual name Electronic mail address Role

Andalusian Environmental Information Network (REDIAM) – Regional Government of Andalusia

Red de Información Ambiental de Andalucía (REDIAM) - Junta de Andalucía

Servicio de Análisis de la Información Ambiental - Consejería de Sostenibilidad y Medio Ambiente - Junta de Andalucía. - España

Servicio de Análisis de la Información Ambiental - Consejería de Sostenibilidad y Medio Ambiente - Junta de Andalucía. - España
Publisher
Publicador
Theme
Tema

  • Soil carbon

    Soil carbon

  • Organic carbon

    Organic carbon

  • Carbon content

    Carbon content

  • Soil science

    Soil science

  • Climate change

    Climate change

  • Environmental monitoring

    Environmental monitoring

  • Remote sensing

    Remote sensing

  • Carbon sequestration

    Carbon sequestration
Place
Lugar

  • Andalucía, España

    Andalusia, Spain
Keywords

GEMET - INSPIRE themes, version 1.0

  • Soil

  • Land use

  • Geographical grid systems

  • Land cover

  • Environmental monitoring facilities

  • Bio-geographical regions
Access constraints
Restricciones de Acceso
Other restrictions
Otras restricciones
Use constraints
Restricciones de uso
Other restrictions
Otras restricciones
Otras limitaciones
Other constraints

Creative Commons Attribution 4.0 International Public License (CC BY 4.0)

Creative Commons Attribution 4.0 International Public License (CC BY 4.0)
Spatial representation type
Tipo de representación espacial
Text, table
Texto, tabla
Language
Idioma
Spanish; Castilian
Character set
Codificación
UTF8
UTF8
Topic category
Categoría temática
  • Inland waters
    Aguas Interiores
  • Environment
    Medio ambiente
N
S
E
W
thumbnail


OnLine resource
Protocol Linkage Name

WWW:LINK-1.0-http--link

 		https://cog.gis.lifewatch.eu/carbono_suelo/f_cos_30_v4_f_COG.tif

Soil Organic Carbon – Depth 0–30 cm (COG Raster, Andalusia)

Soil Organic Carbon – Depth 0–30 cm (COG Raster, Andalusia)

WWW:LINK-1.0-http--link

 		https://cog.gis.lifewatch.eu/carbono_suelo/f_cos_60_v4_f_COG.tif

Soil Organic Carbon – Depth 30–60 cm (COG Raster, Andalusia)

Soil Organic Carbon – Depth 30–60 cm (COG Raster, Andalusia)

WWW:LINK-1.0-http--link

 		https://cog.gis.lifewatch.eu/carbono_suelo/f_inc_30_v4_f_COG.tif

Soil Inorganic Carbon – Depth 0–30 cm (COG Raster, Andalusia)

Soil Inorganic Carbon – Depth 0–30 cm (COG Raster, Andalusia)

WWW:LINK-1.0-http--link

 		https://cog.gis.lifewatch.eu/carbono_suelo/f_inc_60_v4_f_COG.tif

Soil Inorganic Carbon – Depth 30–60 cm (COG Raster, Andalusia)

Soil Inorganic Carbon – Depth 30–60 cm (COG Raster, Andalusia)
Hierarchy level
Jerarquía
Dataset
Conjunto de datos

Metadata

File identifier
Identificador del fichero
969d5657-94b0-47a2-b67c-59e9eb6d0087 XML
Metadata language
Idioma del metadato
Spanish; Castilian
Character set
Codificación
UTF8
UTF8
Parent identifier
COG Imagery Service – Soil Carbon in Andalusia (Spain)

2b10a2cc-2666-420c-96ae-97e1c49738c7
Date stamp
Fecha
2025-06-23T12:11:45.508913Z
Metadata standard name

ISO 19115:2003/19139
Metadata standard version

1.0
Metadata author
Organisation name Individual name Electronic mail address Role

Red de Información Ambiental de Andalucía (REDIAM) - Junta de Andalucía

Andalusian Environmental Information Network (REDIAM) – Regional Government of Andalusia

Servicio de Análisis de la Información Ambiental - Consejería de Sostenibilidad y Medio Ambiente - Junta de Andalucía. - España

Environmental Information Analysis Service – Ministry of Sustainability and Environment – Regional Government of Andalusia – Spain
Point of contact
Punto de Contacto

Red de Información Ambiental de Andalucía (REDIAM) - Junta de Andalucía

Andalusian Environmental Information Network (REDIAM) – Regional Government of Andalusia

Servicio de Análisis de la Información Ambiental - Consejería de Sostenibilidad y Medio Ambiente - Junta de Andalucía. - España

Environmental Information Analysis Service – Ministry of Sustainability and Environment – Regional Government of Andalusia – Spain
Author
Autor
Other language
Language Character encoding
English
English
UTF8
UTF8
Spanish; Castilian
Spanish; Castilian
UTF8
UTF8
 
 

Overviews

Spatial extent

N
S
E
W
thumbnail


Keywords

Carbon content
Carbon content
Carbon sequestration
Carbon sequestration
Climate change
Climate change
Environmental monitoring
Environmental monitoring
Organic carbon
Organic carbon
Remote sensing
Remote sensing
Soil carbon
Soil carbon
Soil science
Soil science
GEMET - INSPIRE themes, version 1.0
Bio-geographical regions
Environmental monitoring facilities
Geographical grid systems
Land cover
Land use
Soil

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